Emergent Ventures India, sixth cohort, post and selection done by Shruti Rajagopalan

Akash Kulgod is a 23-year-old cognitive science graduate from UC Berkeley and chief canine comrade at Dognosis, where he is building tech that increases the bandwidth of human-canine communication. He received his EV grant for a pilot study in Northern Karnataka testing the performance of cyber-canines on multi-cancer screening from breath samples. He writes on his Substack.

A travel grant to the four-member team representing India in the 20th International Linguistics Olympiad in Bansko, Bulgaria below:

Faraz Ahmed Siddiqui is a 17-year-old high-school senior from Mumbai. He received his EV Grant to participate in the 20th International Linguistics Olympiad in Bansko, Bulgaria, where he won a silver medal. He now aims to popularize linguistics in India. He also enjoys studying and teaching Astronomy and Physics. His team (Anshul, Animikha and Diya) also received a travel grant to participate in the Olympiad.

Anshul Krishnadas Bhagwat is an 18-year-old polyglot, and language and linguistics enthusiast. He speaks over 9 languages fluently (English, Hindi, Konkani, Marathi, Kannada, Portuguese, Spanish, German, French) and is learning many more. He (and his team) received an EV grant to participate in the 20th International Linguistics Olympiad in Bulgaria, where he won an honorable mention.

Animikha Dutta Dhar is a 16-year-old from Kolkata, passionate about mathematics, linguistics and problem solving. She received her EV grant to participate in the 20th International Linguistics Olympiad in Bulgaria.

Diya Agrawal is an 18-year-old from Bangalore and is interested in biology, law and linguistics. She received an EV grant for applying to colleges in the US and to participate in the 20th International Linguistics Olympiad in Bulgaria.

Yakara Ganesh is a 24-year-old social entrepreneur and the founder of Samskar Electronics. He received his EV grant to develop the “Samskar Toy” an interactive device to educate young children about sexual abuse (a very big, and underreported problem in India). 

Arpit Shukla is a 25-year-old social entrepreneur and researcher from Varanasi. He received his EV grant to develop and test his low-cost AI based bone conduction hearing aid for those with hearing loss and disability. The device is programmed to prevent the loss of voice data and has active noise cancellation.

Parth Verma is a 26-year-old mechanical engineer and the founder of Bakz4ever. He is working on Carbon Bank Technology, a 2-in-1 climate solution for low-cost Direct Air Carbon Capture with Long Duration Energy storage, to support and stabilize a 100% renewable grid.

Shivaganesh Gaddam is the founder of Zeni5, an innovative neobanking solution designed specifically for students, offering a convenient platform to manage their payments and benefits, introduce them to financial literacy, and reward them through digital gold cashbacks on every purchase.

Shweta Dalmia is a 26-year-old entrepreneur from Delhi, the Founder & CEO of Climapreneur. She received her EV grant to scale her podcast; through which she is bringing forward insights on the climate startup and nonprofit ecosystem and presenting opportunities for entrepreneurs.

Atul Singhal and his co-founder Sudhanshu Singh received their EV grant for scaling their startup Cuvette, which helps connect students from small towns in India looking for internships and jobs in the field of software development to employers. Currently, Cuvette is already being used by 400K+ users and they have around 6,000+ partner companies.

Anagha Rajesh is a 21-year-old chemistry major at BITS Goa and believes the future of computing will be driven by biomolecules. She received an EV grant to build a bacteria-driven DNA nanochip to enable next generation computing and storage. Prior to this, Anagha spent four years building and scaling Yours Mindfully, a mental health non-profit that impacted over 10,000 people.

Gautham Pasupuleti is the CEO and Managing Director of Biodesign Innovation Labs in Bangalore. He received his EV grant to further develop and scale RespirAID, a patented medical technology offering a safe, affordable, and reliable alternative to manual ventilation.

Shashank Aswathanarayana is a 34-year-old music technologist, percussionist and a postdoctoral research scholar at American University. He received an EV grant to travel across Southern India to build a complete acoustic image of Hindu temples.

Shankar Sri is a 22-year-old founder of Sputnik Brain (rebranded in the US as Neural Inception). He’s building a nonsurgical neural interface to democratize access to happiness through the brain’s serotonergic circuits to initially solve the issue of treatment-resistant depression, and  eventually hopes to create a suffering-free human civilization.

Rahul Sagar is Global Network Associate Professor at NYU Abu Dhabi. He built Ideas of India, a new database that indexes every English-language periodical published in India from 1800-1950. Over 150 researchers have tracked down and indexed these lost publications, resulting in 300,000 entries from over 400 periodicals sourced from 175 libraries worldwide. Rahul’s EV grant will support a hunt “off the grid,” sending out teams to manually search in libraries that only have paper records of their holdings, in the hope of uncovering endangered archives.

Hardeep Gambhir is a 20-year-old from New Delhi/Toronto, interested in improving education and the future of humanity. He received his EV grant for general career development and to take a gap year from university to build his education/community initiative called The Residency, a home for the ambitious.

Those unfamiliar with Emergent Ventures can learn more here and here. The EV India announcement is here. More about the winners of EV India second cohortthird cohort, fourth cohort, and fifth cohortTo apply for EV India, use the EV application, click the “Apply Now” button and select India from the “My Project Will Affect” drop-down menu.

If you are interested in supporting the India tranche of Emergent Ventures, please write to me or to Shruti at srajagopalan@mercatus.gmu.edu.

The post Emergent Ventures India, sixth cohort, post and selection done by Shruti Rajagopalan appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

The Financial Consequences of Legalized Sports Gambling

Following a 2018 ruling of the U.S. Supreme Court, 38 states have legalized sports gambling. We study how this policy has impacted consumer financial health using the state-by-state rollout of legal sports gambling and a large and comprehensive dataset on consumer financial outcomes. Our main finding is that overall, consumers’ financial health is modestly deteriorating as the average credit score in states that legalize sports gambling decreases by roughly 0.3%. The decline in credit score is associated with changes in indicators of excessive debt. We find a substantial increase in bankruptcy rates, debt collections, debt consolidation loans, and auto loan delinquencies. We also find that financial institutions respond to the reduced creditworthiness of consumers by restricting access to credit. These results are stronger for states that allow sports gambling online compared to states that restrict access to in-person betting and larger for young men in low-income counties. Together, these results indicate that the ease of access to sports gambling is harming consumer financial health by increasing their level of debt.

That is from a new paper by Brett Hollenbeck, Poet Larsen, and Davide Proserpio.

The post The Financial Consequences of Legalized Sports Gambling appeared first on Marginal REVOLUTION.

      

Related Stories

 

NASA nears decision on what to do with Boeing’s troubled Starliner spacecraft

Boeing's Strainer spacecraft is seen docked at the International Space Station in this picture taken July 3.

Enlarge / Boeing's Strainer spacecraft is seen docked at the International Space Station in this picture taken July 3. (credit: NASA)

The astronauts who rode Boeing's Starliner spacecraft to the International Space Station last month still don't know when they will return to Earth.

Astronauts Butch Wilmore and Suni Williams have been in space for 51 days, six weeks longer than originally planned, as engineers on the groundwork through problems with Starliner's propulsion system.

The problems are twofold. The spacecraft's reaction control thrusters overheated, and some of them shut off as Starliner approached the space station June 6. A separate, although perhaps related, problem involves helium leaks in the craft's propulsion system.

Read 31 remaining paragraphs | Comments

What would a Kamala Harris presidency mean for the climate?

This story was originally published by Grist.

After weeks of intense media speculation and sustained pressure from Democratic lawmakers, major donors, and senior advisors, President Joe Biden has announced that he is bowing out of the presidential race. He is the first sitting president to step aside so close to Election Day. “I believe it is in the best interest of my party and the country for me to stand down and focus entirely on fulfilling my duties as president for the remainder of my term,” Biden said in a letter on Sunday.

He endorsed his vice president, Kamala Harris, to take his place. “Today I want to offer my full support and endorsement for Kamala to be the nominee of our party this year,” he said in another statement. Not long after, Harris announced via the Biden campaign that she intends to run for president. “I am honored to have the president’s endorsement and my intention is to earn and win this nomination,” she said.

During his term, President Biden managed to shepherd a surprising number of major policies into law with a razor-thin Democratic majority in the Senate. His crowning achievement is signing the Inflation Reduction Act, or IRA — the biggest climate spending law in U.S. history, with the potential to help reduce greenhouse gas emissions up to 42 percent below 2005 levels by 2030. While announcing his withdrawal, Biden called it “the most significant climate legislation in the history of the world.”

Despite his legislative successes, the 81-year-old Democrat couldn’t weather widespread blowback following a debate performance in June in which he appeared frail and struck many in his party as ill-equipped to lead the country for another four years. He will leave office with a portion of his proposed climate agenda unpassed and the U.S. still projected to miss his administration’s goal of reducing emissions at least 50 percent by 2030.

Former president Donald Trump has vowed to undo many of the policies Biden accomplished if he becomes president, including parts of the IRA. And scores of his key advisors and former members of his presidential administration contributed to a blueprint that advocates for scrapping the vast majority of the nation’s climate and environmental protections. Whichever Democrat runs against Trump has a weighty mandate: protect America’s already tenuous climate and environmental legacy from Republican attacks.

With Biden’s endorsement, Vice President Harris, a former U.S. senator from California, is the favored Democratic nominee, but that doesn’t mean she will automatically get the nomination. There are fewer than 30 days until the Democratic National Convention on August 19. The thousands of Democratic delegates who already cast their votes for Biden will either decide on a nominee before the convention, or hold an open convention to find their new candidate — something that hasn’t been done since 1968.

As vice president, Harris argued for the allocation of $20 billion for the EPA’s Greenhouse Gas Reduction Fund, aimed at aiding disadvantaged communities facing climate impacts. She also frequently promoted the IRA at events, touting the bill’s investments in clean energy jobs, including installation of energy-efficient lighting and replacing gas furnaces with electric heat pumps. She was the highest-ranking U.S. official to attend the international climate talks at COP28 in Dubai last year, where she announced a U.S. commitment to double energy efficiency and triple renewable energy capacity by 2030. At that same conference, Harris announced a $3 billion commitment to the Green Climate Fund to help developing nations adapt to climate challenges, although Politico reported that the sum was “subject to the availability of funds,” according to the Treasury Department.

“Vice President Harris has been integral to the Biden administration’s most important climate accomplishments and has a long track record as an impactful climate champion,” Evergreen Action, the climate-oriented political group, said in a statement.

Harris caught some flak for using a potentially overstated “$1 trillion over 10 years” figure to describe the Biden administration’s climate investments. She got that sum from adding up all of the administration’s major investments over the past four years, some of which are only vaguely connected to climate change.

As a presidential candidate in 2019, Harris proposed a $10 trillion climate plan to achieve carbon neutrality by 2045 on the campaign trail, including 100 percent carbon-neutral electricity by 2030. Under the plan, 50 percent of new vehicles sold would be zero-emission by 2030, and 100 percent of cars by 2035. But that proposal, like similarly ambitious climate change proposals released by other Democrats during that election cycle, was nothing more than a campaign wishlist. A better indicator of what her plans for climate change as president would look like — better, even, than her record as vice president, since much of her agenda was set by the Biden administration — could be buried in her record as San Francisco’s district attorney from 2004 to 2011 and as California’s attorney general from 2011 to 2017.

As district attorney, Harris created an environmental justice unit to address environmental crimes affecting San Francisco’s poorest residents and prosecuted several companies, including U-Haul, for violation of hazardous waste laws. Harris later touted her environmental justice unit as the first such unit in the country. An investigation found the unit only filed a handful of lawsuits, though, and none of them were against the city’s major industrial polluters.

As attorney general, Harris secured an $86 million settlement from Volkswagen for rigging its vehicles with emissions-cheating software and investigated Exxon Mobil over its climate change disclosures. She also filed a civil lawsuit against Phillips 66 and Conoco Phillips for environmental violations at gas stations, which eventually resulted in an $11.5 million settlement. And she conducted a criminal investigation of an oil company over a 2015 spill in Santa Barbara. The company was found guilty and convicted on nine criminal charges.

“We must do more,” Harris said late last year at the climate summit in Dubai. “Our action collectively, or worse, our inaction, will impact billions of people for decades to come.”

Clayton Aldern contributed writing and reporting to this article.

This article originally appeared in Grist at https://grist.org/politics/what-would-a-kamala-harris-presidency-mean-for-the-climate/. Sign up for Grist’s weekly newsletter here.

Grist is a nonprofit, independent media organization dedicated to telling stories of climate solutions and a just future. Learn more at Grist.org


CLICK HERE TO DONATE IN SUPPORT OF OUR NONPROFIT COVERAGE OF POLITICS

The post What would a Kamala Harris presidency mean for the climate? appeared first on DCReport.org.

Responsible Slack

First published in 2017. I was trying to gather what I knew then about software development into a set of principles, a project that didn’t go much further.

The Development Principles Series started with Software is Bananas, highlighting the cost of delay and the importance of short feedback loops. Today we talk about slack.

Wiggle Room

“Do not tighten the screw at this time.” Have you ever ignored this instruction? Nothing seems to go wrong when you do it, but later when you try to put other pieces together they just won’t go. The system needed wiggle room to come together and you eliminated that wiggle room up front. And you didn’t need to eliminate the wiggle room when you did. Self-inflicted error.

When you’re working alone, all you need to prioritize effectively is to work on the most important thing until either it ships or it’s not the most important thing any more. As development grows (as measured by the number of people involved), person-to-person dependencies appear and then team-to-team and organization-to-organization dependencies.

The first strategy for managing dependencies is always Dependency Breaking. At some point, though, the tradeoff between breaking and managing tips in favor of managing [need to think about this tradeoff]. What makes for a good dependency?

  • Short. Dependencies are bananas too. The longer they last, the worse they taste. If you can trade off duration with expense, consider paying for the shorter dependency. For example, I like pairing across a dependency even when it feels micro more expensive.

  • Clear. The clearer the interface across the dependency the better. Clarity often conflicts with duration. You can spend more time making the (assumed) interface clearer. The clearest interface is the one in production.

  • Certain. If my team is depending on your team, I want to be damn sure you’re going to deliver because if you don’t I’m hosed. Works the other way around to. If I commit to providing a dependency I want to be damn sure I’m going to deliver.

The key to making dependencies work is wiggle room, slack. If I accept a dependency on your team, I want to see slack in your schedule. I don’t care about your earliest possible ship date if absolutely everything goes perfectly. Irrelevant.

Similarly, if I commit to a date I want to be absolutely sure I can hit it. The only way to be absolutely sure of a date is to be absolutely sure of the day before that, and they day before that, and pretty sure of the day before that.

Slack contradicts our culture. Reach. Stretch. Who knows what’s possible? Aim high. Don’t limit yourself. These are helpful sentiments while exploring, less helpful or actively harmful while extracting. By the time you’re extracting, you know a fair bit about the constraints in your environment. Pretending ignorance won’t help.

So What?

If you are preparing a schedule, build in slack.

If you are depending on a schedule, identify the slack before passing on the commitment.

If you are reviewing a schedule, ask where the slack lives. If there isn’t any, ask what happens if an appropriate amount of slack is added. If the consequences of slack aren’t acceptable, either cut scope or get over it.

Further Reading

Critical chain project management makes the case for project-level slack instead of task-level slack. Other CCPM assumptions don’t hold here, but it’s still useful way of thinking.

July 26th COVID Update: Wastewater Measure Might Have Peaked

Mortgage RatesNote: Mortgage rates are from MortgageNewsDaily.com and are for top tier scenarios.

For deaths, I'm currently using 4 weeks ago for "now", since the most recent three weeks will be revised significantly.

Note: "Effective May 1, 2024, hospitals are no longer required to report COVID-19 hospital admissions, hospital capacity, or hospital occupancy data."  So I'm no longer tracking hospitalizations.

COVID Metrics
 NowWeek
Ago
Goal
Deaths per Week368399≤3501
1my goals to stop weekly posts,
🚩 Increasing number weekly for Deaths
✅ Goal met.

COVID-19 Deaths per WeekClick on graph for larger image.

This graph shows the weekly (columns) number of deaths reported.

Although weekly deaths met the original goal to stop posting, I'm going to continue to post now that deaths are above the goal again.  

And here is a graph I'm following concerning COVID in wastewater as of July 26th:

COVID-19 WastewaterThis appears to be a leading indicator for COVID hospitalizations and deaths.

COVID in wastewater was increasing - especially in the West and South - but it might have peaked (except in the South). 

Thanks, Folks

As we go into the weekend I want to thank everyone who’s contributed so far to this year’s drive for the TPM Journalism Fund. We hit the half way point to our goal of raising $500,000 early yesterday morning. Even though we’ve gotten a lot more experience at holding these drives they remain nerve-wracking. They amount to a collective trust-fall – hopefully – into the arms of the larger TPM community. So it always feels really good, at many different levels, when you’re there for us. If you have had a moment to contribute yet you can click right here. It’s easy and quick.

We’ve always gained quite a few new members recently. Which is wonderful. And we want to welcome all of you. We’re still trying to understand the precise reasons for it.

One reason seems to be our new membership system in itself, by which I mean the software that runs it. As you know, our business is almost entirely based on membership fees. So a smoothly running system to manage memberships in all its dimensions – processing fees, authenticating users, record keeping and user experience – is mission critical. (Neither the old or the new system ever touch or store your credit cards. For that we use the industry-standard security and fulfillment of Stripe dot com.)

There are a number of commercial products that can do a lot of this. But the cost in fees is enormous. At our scale switching to one of them would run at least – depending on which one we used – into the hundreds of thousands of dollars. That’s simply unworkable. And all of those operations are VC-backed, which means their model is to get a locked in user base and then raise prices. (Avoiding those kinds of arrangements is one of our core organizational doctrines, even as we’ve moved toward using outside software generally over the last decade.) So more than a year ago we embarked on a major organizational effort to rebuild our membership system from the ground up, replacing the system we’d built on an ad hoc basis over time. That’s the system we rolled out in early June and which caused some bumpiness. But it was definitely worth doing, both for us and for you.

We wouldn’t have thought that it would have that kind of immediate impact on sign ups. But the timing makes it clear that it had at least some impact. That was about two weeks in advance of “the debate.” We’ve also had a lot of people who signed up after the debate. They’ve told us that they found the steadiness of our coverage and distance from the standard narratives of the dominant national media especially valuable during such a harrowing period. We’ve also had some other publications highlight our work and suggest people subscribe. So it’s a combination of all these things at once. Some of it an easier to use system to sign up, some of it is the news and our coverage of it, some of it is other publications highlighting that same coverage.

Whatever it is and which ever reason you chose to join, thank you so much for becoming part of our community and supporting our work.

Some Thoughts on the Harris Momentum Shift

We’ve now had a round of polls of the Harris-Trump race since she became the Democrat’s de facto nominee. All of these polls must be viewed as snapshots in an extremely fluid and unsettled political moment. But we can draw out some early patterns. I averaged all the post-Biden drop-out polls and they come out to Trump up by 4/10ths of one percentage point. That’s about the high water mark that Biden ever got to all year. That average also includes CNN and Times, which have been two of the worst polls for Democrats this year. So the mix of just who has released a poll probably slightly favors Trump.

More interesting to me are the polls out of the swing states, which we’ve already gotten a decent number of. They now show all three Blue Wall states (Mich, Wisc, PA) as ties. Notably, they now show Georgia as a margin of error race, with Harris one or two points back. That’s a major shift. Trump has held a consistent lead of 5 or 6 percentage points there. I only saw one poll each out of Arizona and Nevada and those didn’t show the same shift. Unclear whether that’s unique to these states or whether more polls will show a clearer pattern. The relevant point is that early evidence seems to show Harris significantly growing the map, giving her multiple potential paths to an electoral college win.

Another point. I think people are underestimating the importance of Trump’s impulsive and telling move, right out of the gate, to pull out of the September debate once it was clear Harris would be the nominee. He didn’t need to do that. There was plenty of time to wiggle out of that meeting if he wanted to. It sent a crystal clear and, for the moment, defining message of weakness.

As we’ve discussed before, we tend to look at presidential campaigns in too literal of a fashion. They’re actually a series of image-moments of performative power. Much of the campaign comes down to how well each campaign or candidate can engineer these. Republicans tend to understand this dimension of campaigning more intuitively. Democrats, really focused on governance, often get hung up on the libretto of a campaign when what really drives it forward is the score. On that front the first week has all gone in Harris’s direction. Far beyond my expectations the candidate switch really knocked the wind out of Trump and his campaign. They’ve clearly been at a loss for just how to respond to the new dynamic. They’ll certainly find their footing. But so far they’ve struggled with it.

Trying to wriggle out of the debate has been central to this. And again, Trump went there – I think really on his own – right out of the gate. The Trump campaign and its online influencer-supporters have been making lots of arguments or really excuses for why this makes sense. The agreement was with Joe Biden, not his replacement, they say. And there’s definitely a logic to that. But it’s beside the point. Those are rationales for pulling out of the debate. What comes through loud and clear is that he doesn’t want to debate. And that’s what matters. Harris is currently dominating Trump and like a boxer with a stronger opponent he doesn’t want to let her get close to strike a wounding blow.

Final Point: someone asked me yesterday: can she really keep this up for three months? Well, obviously not. As people who have just lived through one of the most shocking months in presidential campaign history, with a historically game-changing debate, an attempted assassination and unprecedented candidate withdrawal, it would be absurd to imagine a straight line progression from today to November 5th. But as any campaign professional will tell you, the next two to three weeks will define Harris in the public mind. Once that definition takes hold, for good or ill, it will be hard to shake. She’s off to a good start on that front but that’s what to focus on to understand the contours of the campaign going forward.

Compromising the Secure Boot Process

This isn’t good:

On Thursday, researchers from security firm Binarly revealed that Secure Boot is completely compromised on more than 200 device models sold by Acer, Dell, Gigabyte, Intel, and Supermicro. The cause: a cryptographic key underpinning Secure Boot on those models that was compromised in 2022. In a public GitHub repository committed in December of that year, someone working for multiple US-based device manufacturers published what’s known as a platform key, the cryptographic key that forms the root-of-trust anchor between the hardware device and the firmware that runs on it. The repository was located at https://github.com/raywu-aaeon/Ryzen2000_4000.git, and it’s not clear when it was taken down.

The repository included the private portion of the platform key in encrypted form. The encrypted file, however, was protected by a four-character password, a decision that made it trivial for Binarly, and anyone else with even a passing curiosity, to crack the passcode and retrieve the corresponding plain text. The disclosure of the key went largely unnoticed until January 2023, when Binarly researchers found it while investigating a supply-chain incident. Now that the leak has come to light, security experts say it effectively torpedoes the security assurances offered by Secure Boot.

[…]

These keys were created by AMI, one of the three main providers of software developer kits that device makers use to customize their UEFI firmware so it will run on their specific hardware configurations. As the strings suggest, the keys were never intended to be used in production systems. Instead, AMI provided them to customers or prospective customers for testing. For reasons that aren’t clear, the test keys made their way into devices from a nearly inexhaustive roster of makers. In addition to the five makers mentioned earlier, they include Aopen, Foremelife, Fujitsu, HP, Lenovo, and Supermicro.

Live coverage: SpaceX prepares for return to flight mission with Falcon 9 launch from the Kennedy Space Center

A notable amount of ice builds up around the Merlin Vacuum engine on the Falcon 9’s upper stage during the Starlink 9-3 mission. Image: SpaceX

A two-week launch hiatus for SpaceX is set to come to a close shortly after midnight on Saturday. The launch company scheduled Starlink 10-9 as its return to flight mission following a mishap with a Falcon 9 upper stage on July 11.

The Falcon 9 rocket will launch from Launch Complex 39A at NASA’s Kennedy Space Center at 12:59 a.m. EDT (0459 UTC). The mission also marks the 50th dedicated Starlink launch in 2024.

Spaceflight Now will have live coverage beginning about an hour prior to liftoff.

The Federal Aviation Administration, the agency that oversees commercial space activities in the U.S., gave SpaceX permission to resume launches of its Falcon 9 rocket before the formal mishap investigation is completed.

The FAA signed off on SpaceX’s requested public safety determination, one of two routes that a launch provider who suffers a mishap during a mission can use to return to launching its rockets.

“After a comprehensive review, the FAA determined no public safety issues were involved in the anomaly that occurred during the SpaceX Starlink Group 9-3 launch on July 11,” the FAA said in a statement on Thursday. “This public safety determination means the Falcon 9 vehicle may return to flight operations while the overall investigation remains open, provided all other license requirements are met.”

SpaceX’s Falcon 9 rocket, the most flown vehicle today, encountered a liquid oxygen leak on its upper stage during the Starlink 9-3 mission, which launched from Vandenberg Space Force Base in California on July 11. During its initial burn, viewers of the launch broadcast could see copious amounts of ice building up around the engine section of the rocket.

“The cause of the leak was identified as a crack in a sense line for a pressure sensor attached to the vehicle’s oxygen system,” SpaceX wrote in a blog post on Thursday. “This line cracked due to fatigue caused by high loading from engine vibration and looseness in the clamp that normally constrains the line.

“Despite the leak, the second stage engine continued to operate through the duration of its first burn, and completed its engine shutdown, where it entered the coast phase of the mission in the intended elliptical parking orbit.”

During a briefing on Friday at NASA’s Johnson Space Center regarding the upcoming Crew-9 astronaut launch, Sarah Walker, the director of Dragon Mission Management for SpaceX, said that the FAA gave them clearance to return to flight. She added that NASA was involved throughout the process.

“In all of the data briefings and digging through the data that we did together with the FAA, NASA officially had a seat at the table to participate in, all of that,” Walker said. “We had a Q&A period where we exchanged more data and [the FAA] gave us the final determination yesterday that they agreed with our conclusions and we are ready to return to flight.”

She said that the freezing around the engine section caused by the liquid oxygen leak, made the Merlin Vacuum engine perform a “hard start” due a slow delivery of ignition fluid into the chamber.

“That damaged the engine hardware and it caused the upper stage to lose steering capability,” Walker said.

Steve Stich, manager of NASA’s Commercial Crew Program, said they viewed video of that hard start along with SpaceX and it was instrumental in their investigation of the mishap.

SpaceX said in its Thursday blog post that neither the upper stage nor the Starlink satellites posed a danger to the public. Moreover, them emphasized that the first stage booster, tail number B1063, operated without issue, landing safely on the droneship, ‘Of Course I Still Love You,’ a little more than eight minutes after liftoff.

The remedy involves removing the problematic sensor, which was left in that configuration from a previous customer mission. Stich said this is a teachable moment on “the attention to detail that’s required in spaceflight.”

“Small changes matter. And we had looked at the change and we didn’t see any problem on the NASA side as well,” Stich said. “So SpaceX has done a great job of going back to look at this area and any other areas on the vehicle that could’ve had the same problem where you did a qualification by a little bit of similarity with what you had before, but maybe without having quite the thorough testing you should have.

“And so, I think it was a great lesson learned for all of us.”

In order to prevent a similar issue in the future, the problem sensor, which Walker described as being redundant with other sensors on the engine, SpaceX decided to remove it. It tested the update at its facilities in McGregor, Texas.

The Falcon 9 upper stage that will support the Crew-9 mission is undergoing testing there soon.

“It’s going to undergo a second stage hot fire around the 30th of July and that’s really to check out some of the new modifications that that vehicle will have as a result of the anomaly,” Stich said.

The crew of NASA’s SpaceX Crew-9 mission to the International Space Station poses for a photo during their Crew Equipment Interface Test at NASA’s Kennedy Space Center in Florida. Image: SpaceX

Back to launching

The determination from the FAA paves the way for the company to resume launching its workhorse rocket. Beginning last weekend, SpaceX deployed multiple marine assets that would support launch operations. Both of its Florida-based droneships were deployed along with recovery vessels to scoop up the payload fairings. 

Two more launches could follow the return to flight mission, with the Starlink 10-4 mission lined up for Space Launch Complex 40 (SLC-40) as well as the Starlink 9-4 mission from Vandenberg.

The resumption of launches is critical not only for SpaceX’s Starlink constellation, but for customers like NASA and the Polaris program. NASA is waiting to launch a Northrop Grumman Cygnus spacecraft on the NG-21 cargo resupply mission to the International Space Station, followed by the Crew-9 astronaut flight to the orbiting outpost.

Jared Isaacman and three other private astronauts are also awaiting their turn to launch onboard the Crew Dragon Resilience for the roughly five-day Polaris Dawn mission. That will be highlighted by the first commercial spacewalk in history.

On Friday, NASA announced that the mission is set to launch from LC-39A no earlier than Aug. 18 with a window of opportunity that extends to early September. Stich said that timing is driven by the time needed to convert that pad from a Falcon 9 to a Falcon Heavy configuration and allow its Europa Clipper to launch on time in October.

SpaceX has multiple marquee missions lined up for the back half of 2024, including the launch of the CRS-31 Cargo Dragon mission to the ISS around the September timeframe.

Friday 26 July 1661

At home all the morning, and walking met with Mr. Hill of Cambridge at Pope’s Head Alley with some women with him whom he took and me into the tavern there, and did give us wine, and would fain seem to be very knowing in the affairs of state, and tells me that yesterday put a change to the whole state of England as to the Church; for the King now would be forced to favour Presbytery, or the City would leave him: but I heed not what he says, though upon enquiry I do find that things in the Parliament are in a great disorder.

Home at noon and there found Mr. Moore, and with him to an ordinary alone and dined, and there he and I read my uncle’s will, and I had his opinion on it, and still find more and more trouble like to attend it. Back to the office all the afternoon, and that done home for all night. Having the beginning of this week made a vow to myself to drink no wine this week (finding it to unfit me to look after business), and this day breaking of it against my will, I am much troubled for it, but I hope God will forgive me.

Read the annotations

Friday Squid Blogging: Sunscreen from Squid Pigments

They’re better for the environment.

Blog moderation policy.

Collections: Teaching Paradox, Imperator, Part IIa: Pops and Chains

This is the first half of the second part of our three part look at Paradox Interactive’s Hellenistic-era grand strategy game Imperator: Rome. I had hoped to do this part in a single post, but my book writing schedule intervened and so it became necessary to split it up. Last time we looked at how Imperator models diplomacy and warfare and in particular how it examines the question of why Rome emerged as the sole Mediterranean power. We found that Imperator‘s decision to simulate ancient diplomacy as an even more ruthless and intense form of interstate anarchy largely accords with the evidence, but that Imperator‘s model or how military power was structured and raised applies at best imperfectly to many of the great powers of this period.

In this part, we turn to how Imperator approaches ancient societies and economies. We’ll split this into two parts: this week we’ll look at how Imperator approaches ancient people through mechanics representing population in discrete units of population called pops. In particular, we’re interested in how well these systems reflect the actual social structures of ancient societies – the degree to which they map on to real legal and economic statuses – and how well they represent economic structures – the degree to which they simulate ancient economic activity with some fidelity.

In both cases, Imperator is presenting a ‘theory of history,’ a vision of how the past was that it attempts to express through its game mechanics.

But first, if you like what you are reading here, please share it around, as I rely on word of mouth for all of my new leaders. If you really like it, you can support me, my academic research (on the Roman Republic!) and this project on Patreon! I cannot promise I will use your donations to buy replica Roman swords, but I also won’t promise not to waste use them to buy swords. If you want updates whenever a new post appears, you can click below for email updates or follow me on twitter (@BretDevereaux) for updates as to new posts as well as my occasional ancient history, foreign policy or military history musings, assuming there is still a Twitter by the time this post goes live. I am also on Bluesky (@bretdevereaux.bsky.social) and (less frequently) Mastodon (@bretdevereaux@historians.social).

I tend to focus on mechanics in my discussions here, but I think it is worth noting how a game’s artwork can also shape the way the player understands it. This is, of course, a looting scene, but the viewer’s eyes are meant to be pulled first to the center of the image, to the captives being led away (lightly colored, framed by the dark, shaded shapes of the warriors), before seeing the village on fire behind them. It’s a scene that seems intended to evoke some discomfort with the violence of war – not merely a burning city in the distance, but a vision of the direct human cost (and of the men inflicting that cost).

A Game About Pops?

Imperator is not, I’d argue, a game about pops, rather it is a game interested in simulating ancient economic systems, particularly urbanism and pops are the tool it uses to do this.1 Nevertheless, while Imperator is mostly not interested in pops for their own sake – as we’ll see, even in ‘democratic’ states, pops play basically no role in politics – pops are the foundation of Imperator‘s economic system. Put bluntly, pops are the basic unit of production, producing most of the game’s key resources (tax revenue, manpower, levy-capacity, trade goods, trade route capacity, research).

So we need to talk about pops.

Pops represent discrete units of population in game. Unlike Victoria, the game does not keep track of precise population, rather each pop represents a somewhat simplified large block of population, with a single social class, religion and culture. A single territory, then, contains a number of pops, with rural territories generally in the high single or low double-digits, while very large cities can crest into several hundred pops.

For the sake of illustration for this post, I am going to borrow some images from a Seleukid Empire playthrough which I’ve taken through to about 130 BC. Here you can see the resulting empire, in the process of wresting Greece and Macedon from Rome and concluding the conquest of Egypt. Note that you can see the balance of my pops on the top of the culture screen. Slave pops are, as you will note, by far the largest single group.

The most important fact about a pop is their social class: Imperator splits pops into five social classes, which determines what they can produce. At the top are ‘Nobles‘ who produce a large amount of research and trade route capacity. Below them are ‘Citizens,’ who produce a mix of research, trade routes and manpower, but at a lower level than more specialized pops. Below them are ‘Freemen,’ who produce the most manpower and a small amount of tax revenue. Below them are ‘Slaves‘ who produce by far the most tax revenue and also produce local trade goods. Finally, parallel to ‘Freemen’ there are ‘Tribesmen‘ who produce a smidge more taxes and a bit less manpower. The quirk with tribesmen pops, who represent a mix of hill folk, pre-urban and non-agrarian peoples, is that they have high base happiness, but their happiness goes down as the ‘civilization’ level of a province (increased by buildings and technology) goes up, presumably reflecting these folks being pushed ever further to the margins by expanding cities and their agrarian economic networks.2 Consequently, they’re useful for non-state peoples, but become pretty useless pretty fast for state polities like Rome or Carthage.

Pops promote and demote over time based on an individual territory’s ‘desired ratio’ which is in turn influenced by buildings, so cities or rural territories can be, to a degree, specialized into certain kinds of communities (e.g. the ‘forum’ building encourages more freeman, while the ‘library’ encourages nobles); they’ll also migrate to achieve those balances. Each state also limits how high a given culture of pop can promote, with the state’s primary culture always being able to go all the way up to nobles, but other cultures by default being restricted to freeman and below. For pops of non-primary culture, the player can either wait for assimilation (pops slowly gravitate towards the primary culture) or integrate that non-primary culture, enabling them to promote up higher at the cost of lower happiness for other integrated or primary culture pops (who don’t want to share their privileges) and stopping assimilation for integrated cultures.

The main problem with this setup is that these societies, particularly the major states, drew the line between ‘full members’ of the political community – what the ‘citizen’ pop is meant to represent – and everyone else very differently and understood the obligations of those full members very differently as well. Imperator, for the sake of making the game mangeable and preserving the Paradox approach whereby all polities are playable, tries to flatten this into a single social class system (which cuts across, but is not limited to, ethnicity), but the result ends up being a relatively weak representation of any one system, nor does it serve as a strong reflection of something about all of them.

Notionally, the ‘noble’ pops represent the upper elite, including both the ‘imperial elite’ (like the Roman Senate or a royal court) but also local elites, what in a later period we’d call the curiales or curial class. And while not a perfect representation, having them produce ‘research points’ which go into technologies that make the government more effective is at least a gesture to the role these figures play as rulers and administrators. ‘Nobles’ is a bit of an awkward term, as in most cases these are not members of a hereditary nobility, but rather, in the Roman sense, nobiles, local notables rather than nobles, but the terminology fudge is an acceptable break to allow the player to understand what these fellows do.

From the aformentioned Seleucid game, here is Seleukia Pieria, a very large city (211 pops) by Imperator’s standards, showing the various pop-types (on the bottom right of the left-side panel), from left to right: nobles, citizens, freemen, tribesmen (of which there are none) and slaves. Each one lists the number of pops of that type at the bottom and then has a slider representing pop happiness (which influences production for all pop-types except slave pops) behind it.

Instead, most of the problems here reside in the break between ‘freemen’ and ‘citizen’ pops. Notionally, ‘citizens’ represent true full members of the community, while ‘freemen’ represent the free, non-citizen poor: freemen generate a substantial amount of taxes and the best manpower-per-pop, whereas citizens act like miniature versions of nobles (generating a small amount of research and trade capacity) and also generate a small amount of (military) manpower, but no revenue.3 So citizens serve less and don’t pay taxes, but take part in governance and administration (which is what ‘research’ seems to really reflect, as the ‘technologies’ are mostly governing innovations).

And that’s not really quite how any of these states were organized.

In the Roman Republic, it is difficult to see who large numbers of ‘Roman-culture’ freemen would even represent. ‘Roman,’ after all, was a legal status, fundamentally tied to citizenship: a non-citizen Roman was a contradiction in terms. One might argue that the poorest Romans, the capite censi might count, given how their votes were discounted in the comitia centuriata, but of course those Romans were so discounted because they were too poor to serve, and so ought to offer no manpower at all and in any case, there are far too few of them to reflect the numbers of freemen pops you’d expect in Imperator. Instead the ‘freemen’ class might represent the socii, but here we have a problem in terms of the resources they generate. Historically, the socii paid no taxes to Rome, but did generate manpower, while Roman citizens did pay taxes (unlike citizen pops in Imperator), but on a per capita basis served more than the socii, because Roman armies only had a slim socii majority, but the population of Roman Italy was far more heavily slanted towards non-citizen socii.

I am apparently going to have no end of reasons to keep using this diagram of mine on the breakdown of social class in the Roman Republic.

The system works even less well for Carthage. As far as we can tell, Carthage’s citizen body was effectively closed and largely endogamus (that is, marrying within itself), so Carthage’s citizen class ought to be essentially limited to the city of Carthage itself, with perhaps very small numbers limited to only a handful of colonies. While citizen pops generate manpower in Imperator, one of the defining things about Carthaginian citizens after the Battle of the Crimissus (340) is that they don’t seem to have served in the army, save for a handful of officers. The only time we see meaningful numbers of Carthaginian citizen troops are situations like the Battle of Zama (202) or the Third Punic War (149-146), where the city of Carthage itself was threatened.

However, the culture system that Imperator has means that any pop of the ‘Punic’ culture – one of the most widespread cultures at game’s start – can promote into citizenship. Assimilation will in turn generate even more ‘Punic’ culture pops over time as Carthage expands. Imperator is not really prepared to simulate a non-ethnic closed citizen body in this way, in part I suspect because it is such an obviously losing strategy. But it is also, for political reasons, how nearly every citizen polity in antiquity was organized – the Romans, with their expansive citizenship were the unusual ones.

Meanwhile, representing the economics of this system is also, as a game system, difficult: the idea of supporting a population that isn’t producing most of the tax revenue (that’s what tributary populations are for) or manpower makes no strategic sense – but of course it makes quite a lot of political sense for those citizens if they find themselves ruling an empire. In this sense, the Carthaginian citizen body is actually better represented by the ‘noble’ pop types, producing ‘research’ (read: administration) and very little else, but pushing the desired ratio for ‘noble’ pops in Carthage proper so high isn’t really practical.

Instead, like many of Imperator‘s mechanics, the system makes the most sense transposed onto the Hellenistic kingdoms, with their ethnic hierarchies. The tie between primary/accepted culture and access to the higher pop levels, at least, makes immediate sense, as these were states – particularly the Ptolemies and the Seleucids – with a fairly clearly defined ethnic ruling class, constructed on the basis of ethnos (‘ethnic group’) or patris (‘fatherland, homeland’), with the Macedonians (which, as a legal status, included most native Greek speakers as well) on the top and subject peoples subordinated to them.

But beyond that, many of the elements of the system break down. Critically, this is a system designed to simulate Rome’s expansive, assimilationist citizenship system and subsequent cultural Romanization, but while many people in the East learned Greek and adopted Greek cultural patterns, legal Macedonian identity was generally closed with just a handful of exceptions. Sometimes, as in the case of the Ptolemaic class of ‘Persians’ (who were, in fact, not Persians but Hellenized Egyptians), a ‘middle’ subordinate class was created for Hellenized locals, but frequently not. But they only rarely became ‘Macedonians.’ On the flipside, the way the culture system is set up in Imperator, Greeks (split into many smaller sub-groups under the larger heading of ‘Hellenistic cultures’) aren’t ‘Macedonian’ and so are, in the successor states, generally blocked from promoting into being citizen-level pops or higher. But in fact we know that a great many of the ‘Macedonians’ we see in colonial foundations in the Seleucid and Ptolemaic kingdoms were not cultural ‘Macedonians,’ but rather Greek-speakers drawn broadly from the Aegean world who became legally Macedonian in their new homes.

But perhaps most critically, if what the citizen pop represents are these Macedonian settlers who – unlike the local subject peoples – have full membership in the political community (in this case, as subjects of a king), this is the key military manpower base of these kingdoms. Rather than providing a functionally negligible part of Seleucid and Ptolemaic manpower, they should supply an indispensable portion of it! There may never have been many more than 200,000 ‘Macedonians’ in Ptolemaic Egypt and perhaps a similar number in the Seleucid Empire, compared to perhaps 4 million native Egyptians and c. 15-20 million native subjects of the Seleucid Empire, respectively, but Greeks and Macedonians provided about half of Antiochus III’s army at Raphia, and about 45% of his army at Magnesia and probably two-thirds of the Ptolemaic army at Raphia, despite it incorporating a massive native Egyptian phalanx for the first time.

In short, the Hellenistic kingdoms were extremely reliant on the manpower of those ‘citizens’ in order to maintain control over everyone else: the citizen ‘Macedonians’ were about the only population in any Hellenistic kingdom that was utilized militarily at anything like its peak capacity (whereas the Romans are doing this with everyone in Italy, which is why they can steamroll so hard), something that is simply not reflected well in the game’s systems (though the Seleucids do get a penalty to assimilation to push a play-style of trying to manage a culturally diverse kingdom).

In practice, this is an aspect of the game where I think I understand what the developers were going for, but cannot help but conclude that in order to actually capture these various ethnic-legal systems of political belonging and non-belonging, the game needed to have multiple bespoke systems (perhaps with a ‘reform’ system to try to switch between them) rather than trying to have one combined system that represents all of them, using the culture-integration element of the system to try to capture regimes with different degrees of openness. But I am also well aware that developing that many parallel, state-specific systems simply wasn’t in the cards in terms of scope.

Nevertheless, as much as this system feels like a bit of a ‘kludge,’ it is clearly trying to express an awareness of these factors, in particular of the way that ethnic identity was tied closely to legal status in many of these states. It is a lot better than what most games set in this period (or a lot of popular culture) manage to do, and I have a lot of grace for any game that is willing to try to simulate complex, multi-ethnic ancient communities.

But of course, we’ve left one pop-type out in all of this, so now it’s time to talk about…

Slavery and Warfare in Imperator

The final pop-type in Imperator, of course, are slaves. And I want to note at the outset that I appreciate Imperator‘s courage in tackling ancient slavery: a lot of games set in antiquity either largely whitewash the topic or simply leave it out. By contrast, Imperator is trying not only to acknowledge the existence of this institution, but to understand its economic and social role. However, I think in the process of trying to make those roles legible to the player and to have them produce interesting and clear strategic choices, Imperator ends up presenting a rather too binary vision of ancient labor and production.

Every polity in Imperator, state or non-state has slaves. That is, as a straight description of the ancient Mediterranean, not an unfair characterization, as so far as we can tell, every ancient Mediterranean polity of any substantial size in this period did practice at least some form of slavery – though not all in the same ways or to the same extent. In Imperator, slave pops can be generated in two ways: existing freemen and tribesman pops that demote, which happens slowly as a result of the territory they’re in being below its ‘desired ratio’ for enslaved pops. In theory this might represent something like individuals falling into debt-slavery, except that a lot of civic communities went out of their way to abolish debt slavery (at least for citizens) long before the game begins. The Roman practice of debt slavery, for instance, called nexum was abolished in the late 300s, while debt slavery in Athens seems to have been abolished for citizens as part of Solon’s reforms as part of the seisachtheia (‘the shaking off of burdens,’ a word I have a ton of fun saying every year in my ancient history survey) in 594.

There were other ways for the poor and desperate to fall into slavery: in most of these societies, a family with children they could not afford to raise could abandon or sell those children into slavery. However, it is more than a bit odd that Imperator structures this as a ‘pull’ factor – when the number of slaves in a territory is insufficient, the game pulls (otherwise stable?) freeman households down to fill the gap. It almost suggests that the game imagines that all of the free persons in antiquity are fundamentally reliant on slavery to remain free (such that a shortage of slaves would imperil their economic stability) – and we’ll come back to that ‘model’ of the ancient economy in a moment. But just to leave a note here: no, a ‘shortage’ of enslaved labor would not imperil the stability of small freeholders. It might actually be good for them, as it would mean more demand for their labor.

Here we have a Freeman pop in Soukas demoting to slave, which is quite odd – this is the Seleucid Empire after all, these fellows – Greek-speaking ethnic Macedonians – are the most important manpower pool the state can get access too. Historically speaking, Hellenistic rulers frequently offered these fellows land settlements in exchange for military service, an option that is remarkably underutilized in Imperator (though it does exist in some cases).

But Imperator mints new enslaved pops another way: through warfare, because warfare in Imperator generates slaves. Any time an army takes control of a territory (nearly instantly for unfortified territories and cities), a portion of the pops present are either enslaved or killed. Enslaved pops keep their culture and religion, but are, of course, enslaved and then relocated (instantly and for free) to the polity that captured the territory. They’re not moved at random: the game prefers first to place them in the main capital, and then smaller provincial capitals and finally smaller cities. That is, as we’ll see, a key method by which the capitals of big imperial states in this game grow into huge urban centers: as the empire expands, the capital receives stead and substantial influxes of new population, reshaping the demographics of the game map over time.

And this was absolutely a major part of ancient warfare, so much so that Greek has a technical term for the enslavement of war captives, andrapodizein (ἀνδραποδίζειν) which enters English as the rare word ‘andrapodize.’4 Mass enslavement was sometimes an end into itself in ancient warfare but just as frequently was a tool of terror to compel broader submission. War captives on the battlefield were generally enslaved after capture (though it was sometimes possible for them to be ransomed as well), while armies would generally enslave the civilian populace they encountered as they moved.5

This was an ugly process (involving, among other things, large scale sexual violence), but was generally considered a ‘normal’ part of war by ancient societies. As Xenophon has Cyrus say, “For it is the nomos [law/custom] among all men for all time that when a city is taken in war, the persons [somata, lit: ‘bodies’] of those in the city and their property belong to the captors. It will be no injustice to keep what you have, but if you let them keep anything, it is generosity not to take it” (Xen. Cyrop. 7.5.73). The Romans differed little in this: to leave anything to the defeated was kindness to be lauded, but not a moral necessity.

Imperator forces the player to think about this destructiveness, because different approaches to warfare produce different results. In particular, a territory may be occupied either directly, by moving a military unit over it, or indirectly, by capturing the province capital or a nearby fort. Consequently, a player can either maximize the brutality of their wars, by occupying each territory individually (possibly several times as the fortunes of war shift), killing and enslaving pops each time or minimize it (within the frame of ancient warfare’s already high minimum brutality), by focusing on administrative centers and leaving the rural population largely intact (territory control shifts caused by the capture of a fort or local capital don’t cause the same enslaving effects).

That in turn is a strategic choice too: warfare enslavement is ‘negative sum,’ as a significant portion of the pops involved are always killed, reducing the value of territory that the player may be about to annex anyway. That actually leads the player into a fairly brutal strategic calculation, because enslavement in war is also the most efficient way to rapidly grow the population of the player’s polity’s core region and capital, which for reasons discussed below, the player will want to do – but doing so means both longer, slower wars but also fewer pops as a result of conquest overall. The fact that this is a choice the player has to make (alongside choices when capturing major cities about how brutally to sack them) directs the player’s attention, at least a little, to the brutality of warfare in this period.

It isn’t by any means perfect, but it is present in the game and various events also draw the player’s attention to the human suffering created by the practice of slavery and warfare. Of course, this creates a tension: the player is confronted, occasionally, with the suffering that the game’s warfare causes, but at the same time this is a game about conquest which expects the player to largely adopt the value-structural of the historical societies being simulated: that war was, if not good, at least normal and that conquest was a valid activity for states. But for a historical simulation, as opposed to a true fantasy game, it seems difficult to do otherwise: unlike EUIV or Victoria III, there is no abolition movement in this period to highlight, no alternative model to conquest and hegemony for state building.

On the whole then, as a representation of the interaction of warfare and slavery in antiquity, Imperator‘s model has something to say which largely accords with the evidence. But what about the economic and social role of slavery?

A Slave Mode of Production?

Imperator is designed mechanically so that nearly all polities will trend towards a situation where slave pops are the most numerous kind. For state polities, the ‘desired ratio’ for slave pops is 66% in rural settlements and 20% in cities; non-state polities have the same city ratio but only 44% in rural settlements (to make more room for their tribesmen pops). Most states start well below those desired ratios, particularly in their rural territories, but the systems for pop promotion and demotion are going to steadily move them in that direction, leading slaves to be the largest pop-group. Even without warfare, which can generate enslaved pops in sufficient numbers to put capital cities well above their ‘desired ratio’ for slave pops.

It is worth noting how strong those default desired ratios are in influencing the population mix of a polity in Imperator over time. As we’re going to save, the slice of the population of an ancient state held in slavery seems to have varied considerably: even discounting clear outliers like Sparta, some Greek poleis might have been close to 50% enslaved, while some parts of the Roman world were likely just below 10%. However in Imperator, the rural desired ratios are effectively static and the majority of territories will remain rural over the game’s run. The player has more ability to control the desired ratios in cities, where they are influenced by buildings, though at the same time those buildings can also increase rather than decrease the desired ratio of slave pops. Consequently, while the actual economies of the ancient Mediterranean ranged significantly in how heavily they employed enslaved labor, Imperator‘s single set of systems means that over time basically all polities will get pulled to the same basic ratio of enslaved pops and thus have economic systems that broadly resemble each other.

Mechanically, slave pops do two things in Imperator: they are by far the most efficient pop for producing tax revenue (roughly double a tribesman and triple a freeman pop) and they govern the production of trade goods. The way this works is that each territory produces a single trade good (iron, surplus grain, horses, spices, etc.) and automatically produces one unit of that good, which is then pooled at the province level. Large populations of slaves, however, can produce multiple units of those goods for export, if the number of pops passes a threshold (base 15 in rural settlements, 20 in urban), so a city with 1-19 slave pops produces one unit of its good, 20-39 produces two, 40-59 produces three, and so on. Should the player want to generate meaningful commerce revenue, the way to do it is to select cities with valuable trade goods and use the ‘slave mill’ building to drive up the desired ratio of slaves: a high population city of this sort can produce many surplus goods for export and will also produce a lot of tax revenue.

Trade goods, in turn, are quite important. Every level of trade-good surplus in a province gives a base bonus, but perhaps more importantly, the first level of surplus in the capital gives an empire-wide bonus, making it very important to stack trade surplus in the capital (something we will return to next week). At the same time, each import or export deal generates trade revenue: out-of-country exports generate 100% of their trade value in revenue, imports 35% and domestic trade routes (from one of your provinces to another) just 20%. As a result, producing lots of trade good surpluses that can be traded with other states is a key source of revenue, often rivaling tax income (and massively exceeding the third category, tribute form vassals, in almost all cases).

A look at the revenues of a large state (the same Seleucid playthrough as before). A more trade-oriented economy (like Carthage) might have commerce income roughly equal or even higher than tax income, but notice how, despite having two large tributary vassals, tribute income is functionally negligible here. I should also note the fact that ‘wages’ for government officials is higher than the cost of army maintenance, in this case for an empire that relies primarily on a standing army, is a bit off too. The highest ‘budget’ item for effectively every ancient state was its military, particularly the army.

That means that state income is substantially a product of tax revenue, which is produced mostly by slaves, and trade income, which is produced entirely by slaves. As a result, for most polities, slaves are going to come to represent anywhere from roughly 35 to 50% of the total number of pops, and produce upwards of three-quarters of the revenue. The player thus cannot move away from slavery even if they wanted to: the game systems make it so that a state without slavery would have almost no revenue and no trade goods at all.

Now, does that reflect a theory of history? Well, yes: it is a rather blunt application of Marx’s theory of a sequence of ‘systems ‘modes of production,’ in which the ancient world was slotted as the ‘slave mode of production.’ To greatly simplify, in this vision, what makes the ancient economy distinct from other subsequent forms was its substantial reliance on slavery (as opposed to dependent tenants or wage laborers) as the main system by which labor beyond subsistence was organized, with the elite extracting effectively 100% rents off of the slaves they owned. The enslaved population, it was posited, was mostly generated by warfare and thus warfare was also fundamental to the system. Under this vision, while some free small farmers exist, they primarily work only for subsistence and are minimally engaged in markets, while most of the surplus, including agricultural goods for trade and non-agricultural goods, were produced by slaves.

This is, in a heavily moderated form, something of the vision of Moses Finley in The Ancient Economy (1973) – a book which in part was presenting a vision of the ancient economy which could fit with a somewhat modified version of the Marxist ‘modes of production.’6 Finley argued that the ancient economy was relatively more ‘primitive’ than the previous generation of scholars had been willing to acknowledge, governing by the pursuit of status and elite ideology rather than profit motives or market forces, that most households were minimally tied to markets, that trade was mostly limited to elite luxuries and in any case small in scale and scope, and that the role of slavery in ancient economic systems was large and decisive.

And of course long-time readers of the blog may already remember this fellow and so know what happens next: the ‘revenge of the archaeologists.’ Finley had built his model of the ancient economy out of the textual evidence (written by elites) – he was a philologist (a language expert) by training – buttressed by the work of ideologically similar social scientists, most notably Karl Polanyi (1886-1964). He had broadly discounted the ability of archaeological information to really alter the debate, once quipping that, “we are too often victims of that great curse of archaeology, the indestructibility of pots” when arguing that pottery data was over-interpreted.7 What I term the ‘revenge of the archaeologists’ is the process by which modern archaeology proceeded to spend the next half-century burying quite a lot Finley’s ideas under a mountain of pot sherds, demonstrating many of the things that his model says shouldn’t exist in the ancient economy – large-scale trade in bulk commodities like grain, the production of consumer goods for non-elites at commercial scale, sophisticated financial systems, ‘producer’ cities structured around production rather than rent extraction, smaller-scale for-market production, and meaningful technological progress – did, in fact, exist.

None of which is to say that the societies of the ancient Mediterranean weren’t ‘slave societies.’ They absolutely were slave societies and the fact of slavery permeated (and deformed) most of their social institutions, cultural values and customs. But the idea that ancient production was dominated, everywhere and in all cases, by slavery is an outmoded one. Instead, ancient production was a lot more complex and there was quite a lot more variation that Imperator‘s model suggests.

Estimating how many people in the ancient Mediterranean were enslaved is very difficult, as our sources give us very little reliable information and our normal methods do not work: ancient censuses do not count the non-free, military mobilizations do not help us estimate a population that did not serve militarily and population density studies cannot distinguish between enslaved farmers and free ones. Nevertheless, based on what meager evidence we do have, the percentage of the population held in slavery was likely never so high across the whole Mediterranean as Imperator‘s systems might suggest.

Our best evidence is for Roman Italy, where we have good archaeological evidence, a reasonable amount of evidence for the influx of enslaved captives (and particularly the scale of it, reported in our sources) and of course the Roman census figures to estimate a baseline population. Here our evidence and modeling generally suggests an enslaved population at the beginning of the period Imperator focuses on (the late fourth century) might have been as low as 10%, rising over the course of the third, second and first centuries as a result of Roman conquests to roughly 15-20% of the population of Italy – a total enslaved population of perhaps 1.2m people (out of 5.7 to 7m persons in Italy total).8 We would generally assume that the enslaved population by the first century would be the highest in Italy of almost anywhere, given that Rome was the beneficiary at that point of three centuries of spectacular conquests, and so the usual estimate for the Roman Empire as a whole, covering essentially the whole of the Mediterranean basin, is generally around 10% (with fairly large error bars).9 There were pockets that seem to have been much higher: estimates for the enslaved population of Athens range from 30-50%, while we’ve already discussed the unique brutality of Sparta’s slave society.10

Now that is, by any standard, a lot of slavery and it is absolutely fair to describe the societies of the Hellenistic Mediterranean as ‘slave societies.’ But this is not an economy where slavery is the primary mode of labor employment; instead, slavery existed alongside various forms of tenancy, freeholding farmers and a small but meaningful number of wage laborers. And while the ideal of the self-sufficient freeholding farmer remains powerful in Greek and Roman culture (especially in elite discourse), it’s clear that actual small freeholding farmers did have meaningful market interactions – far more than Finley would allow, albeit far less than modern households.11 Which is to say, not all of the trade goods moving around in antiquity were the product of large estates. And, of course, on top of that, not all large estates ran entirely on slaves: tenants (who might, depending on the cultural context, be entirely free or substantially dependent (read: serfs)) might also provide the labor for large market-oriented estates, something we see fairly clearly in the letters of Pliny the Younger.

If it seems like enslaved workers end up more visible in our sources than these tenants and freeholders, despite most likely being outnumbered by them in most places, remember that our sources are written almost exclusively by the relatively small number of men who held vast numbers of slaves and relied upon them for their luxury: typical smallholding households with more free laborers than enslaved ones do not generally write to us (though I should note that it is certainly the case in antiquity that even quite ‘humble’ smallholder households often had enslaved workers).

That in turn distorts how Imperator imagines state revenues are generated. In practice, the largest portion of state revenues were effectively land taxes, sometimes in the form of a direct wealth tax (like Rome’s tributum) or in the form of rents (such as rents on ‘royal lands’ in the Seleucid Empire) or in the form of tribute from subject states whose revenues in turn derived from land taxes (as with Carthaginian North Africa). Outside of Classical Sparta, the vast majority of laborers working those lands to provide those revenues were free persons.

In short, then, Imperator presents an economic model in which the free peasant population (freemen pops) are mostly engaged in pure subsistence, generating little surplus and no goods for trade (and thus producing primarily manpower), while the bulk of economic activity was accomplished by vast numbers of enslaved workers whose labor made it possible for the citizen class to live in relative leisure. This is a historical vision of the structure of the ancient economy, but it is largely an outdated one, complicated out of existence one pot sherd at a time by the growing archaeological evidence that the ancient economy was more dynamic than this. Slavery was an important part of the economy, but in most of the ancient Mediterranean, it represented a significant and substantial minority of production.

Ancient Economies

More broadly, because this vision insists that slavery was essential for all forms of the ancient economy, it is unprepared to account for differences in systems of production. And that in turn dovetails with Imperator‘s broader pop-system’s inability to represent different class structures as well.

The foundation of the economy of Roman Italy by the third century appears quite clearly to have been a very large class of freeholding farmers who held citizen rights in their communities and served in the army; the Roman freeholders also provided the Roman Republic with most of its revenue through the tributum. By contrast, the foundation of the economic system of many Gallic non-state polities seem to have been small farmers reduced to a sort of dependent tenancy, to trust what our ancient sources tell us. The economic systems of the Hellenistic Near East seem to have had far fewer freeholders, but also fewer slaves and a larger class of tenants (both free and non-free).

On the one hand, the basic structures of a fundamentally organic economy apply to all of these societies: agricultural productivity was low, labor was inefficiently distributed and as a result surpluses were very limited, leading to societies that were, by modern standards, extremely poor and quite static. But within that framework there is quite a lot of difference, from the closed citizenship of Greek poleis or Sparta, as compared to the expansive citizenship in the Roman Republic (though with somewhat less equality among the citizens as a result) to Hellenistic kingdoms structured around legally-encoded ethnic hierarchies between the Greek-speaking ruling class and the native subject class.

Imperator‘s single combined class-and-economic system, structured around pops cannot help but flatten those different systems. Now I will say that on the one hand, I appreciate the effort to develop this aspect of the game at all (compare, say, EUIV or CKIII which abstract these aspects away) and apart from the economic over-reliance on slavery, as a basic outline of ancient class structures the pop system is better than most. At the same time, it feels like the kind of system that ought, in the course of post-release development, to have gotten bespoke variations to express the wide-ranging differences in economic and social patterns in these different areas (and I haven’t even touched its applicability in India because I simply do not have the expertise to say!).

However, pops are really only one half of Imperator‘s vision of the ancient economy and society, in many ways they are just a mechanical foundation for something the game finds – I’d argue – much more interesting: urbanism. And that’s where we’ll turn to next week.

Remembering MapQuest

The tenth installment of James Killick’s “12 Map Happenings that Rocked our World” series focuses on a company James actually worked at: MapQuest, which grew very, very rapidly between its launch in 1996 (James outlines its antecedents) to its IPO and acquisition by AOL a few years later. And then:

The new management seemed to have very little interest in anything to do with MapQuest, particularly as it related to product road map and strategy. And with the layoffs and hiring freeze there weren’t enough resources to do anything substantial even if there was a good plan.

I tried to make matters clear and pleaded with the powers that be: MapQuest was a site built on map data but it didn’t make maps. In fact 98% of the map data was licensed from third parties. I knew MapQuest had to build a moat around the product otherwise someone else could swoop in, license the same data and build a better product.

And you won’t win any prizes for guessing who did.

Previously: Remember MapQuest?

Terse Directions

Adding to the discussion as to whether online maps’ directions are too exhausting, Tim Bray argues for terse directions: “When I’m navigating an area I already know about, don’t give me turn-by-turn, just give me a short list of the streets to take.”

Right now, Google Maps insists on turn-by turn, with three warnings for each turn. It’s dumb and annoying and interrupts whatever music or show I’m listening to.

What I want is to get in the car and say “Short directions to New Brighton Park” and have it say “Take Main to 12th to Nanaimo to 1st to Renfrew to McGill.” Then when I’m driving, I’d get one vocal warning a block out from each turn, like “Next left on Nanaimo” or some such.

Previously: ‘Map-Splaining’.

Apple Maps on the Web

Apple announced yesterday that Apple Maps is now available on the web as a public beta. Prior to this it was mostly available through its iOS, iPad and Mac apps, except that developers have been able to embed Apple’s maps on their websites through the MapKit JS API for several years now. Those embedded maps can now point to the web version, “so their users can get driving directions, see detailed place information, and more.” Limited browser and language support for the time being.

"Snow Belt to Sun Belt Migration: End of an Era?"

Here is new working paper from Sylvain Leduc and Daniel J. Wilson at the Federal Reserve Bank of San Francisco Snow Belt to Sun Belt Migration: End of an Era
Given climate change projections for coming decades of increasing extreme heat in the hottest U.S. counties and decreasing extreme cold in the coldest counties, our findings suggest the “pivoting” in the U.S. climate-migration correlation over the past 50 years is likely to continue, leading to a reversal of the 20th century Snow Belt to Sun Belt migration pattern.
If this sounds familiar, I wrote about this last year: The Long-Term Housing and Population Shift

The impact of climate change will be important for housing.

Russia facts of the day

A further bump in real wages of up to 3.5 per cent is expected this year, alongside an expected 3 per cent jump in real disposable income, according to Russia’s Center for Macroeconomic Analysis and Short-Term Forecasting. The unemployment rate, forecast to hit between 7 and 8 per cent in 2022, is at 2.6 per cent — a record post-Soviet low.

Here is much more from Courtney Weaver and Anastasia Stognei in the FT.  Now model that!

The post Russia facts of the day appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Galactic Insights into Dark Matter

Galactic Insights into Dark Matter

Put two massive galaxy clusters into collision and you have an astronomical laboratory for the study of dark matter, that much discussed and controversial form of matter that does not interact with light or a magnetic field. We learn about it through its gravitational effects on normal matter. In new work out of Caltech, two such clusters, each of them containing thousands of galaxies, are analyzed as they move through each other. Using data from observations going back decades, the analysis reveals dark and normal matter velocities decoupling as a result of the collision.

Collisions on galactic terms have profound effects on the vast stores of gas that lie between individual galaxies, causing the gas to become roiled by the ongoing passage. Counter-intuitively, though, the galaxies themselves are scarcely affected simply because of the distances between them, and for that matter between the individual stars that make up each.

We need to keep an eye on work like this because according to the paper in the Astrophysical Journal, so little of the matter in these largest structures in the universe is in the form we understand. That’s a telling comment on how much work we have ahead if we are to make sense of the structure of a cosmos we would like to explore. In fact, the authors make the case that only 15 percent of the mass in the clusters under study is normal matter, most of it in the form of hot gas but also locked up in stars and planets. That would make 85 percent of the cluster mass dark matter.

The clusters in question are tagged with the collective name MACS J0018.5+1626. All matter, including dark matter, interacts through gravity, while normal matter is also responsive to electromagnetism. That means that normal matter slows down in these clusters as the gas between the individual galaxies becomes turbulent and superheated, while the dark matter within the clusters moves ahead in the absence of electromagnetic effects. Lead author Emily Silich (a Caltech grad student working with principal investigator Jack Sayers) likens the effect to that of a collision between dump trucks carrying sand. “The dark matter is like the sand and flies ahead.”

Image: This artist’s concept shows what happened when two massive clusters of galaxies, collectively known as MACS J0018.5+1626, collided: The dark matter in the galaxy clusters (blue) sailed ahead of the associated clouds of hot gas, or normal matter (orange). Both dark matter and normal matter feel the pull of gravity, but only the normal matter experiences additional effects like shocks and turbulence that slow it down during collisions. Credit: W.M. Keck Observatory/Adam Makarenko.

Some years back we looked at the two colliding galaxy clusters known collectively as the Bullet Cluster (see A Gravitational Explanation for Dark Matter). There, the behavior of the component materials of the clusters has been analyzed in the study of dark matter, but the clusters are seen from Earth with a spatial separation. In the case of MACS J0018.5, the clusters are oriented such that one is moving toward us, the other away. These challenging observations made it possible to analyze the velocity differential between dark and normal matter for the first time in a cluster collision.

Caltech’s Sayers explains:

“With the Bullet Cluster, it’s like we are sitting in a grandstand watching a car race and are able to capture beautiful snapshots of the cars moving from left to right on the straightway. In our case, it’s more like we are on the straightway with a radar gun, standing in front of a car as it comes at us and are able to obtain its speed.”

I’m reminded of my previous post on Chris Lintott’s book, where the astrophysicist takes note of the role of surprise in astronomy. In this case, the scientists used the kinetic Sunyaev-Zel’dovich effect (SZE), a distortion of the cosmic microwave background spectrum caused by scattering of photons off high-energy electrons, to measure the speed of the normal matter in the clusters. With the two clusters moving in opposite directions as viewed from Earth, untangling the effects took Silich to data from NASA’s Chandra X-ray Observatory (another reminder of why Chandra’s abilities, in this case to measure extreme temperatures of interstellar gas, are invaluable).

Adds Sayers:

“We had this complete oddball with velocities in opposite directions, and at first we thought it could be a problem with our data. Even our colleagues who simulate galaxy clusters didn’t know what was going on. And then Emily got involved and untangled everything.”

Nice work! The analysis tapped many Earth- and space-based facilities. Data from the Caltech Submillimeter Observatory (CSO), now being relocated from Maunakea to Chile, go back fully twenty years. The European Space Agency’s Herschel and Planck observatories, along with the Atacama Submillimeter Telescope Experiment in Chile, were critical to the analysis, and data from the Hubble Space Telescope were used to map the dark matter through gravitational lensing. With the clusters moving through each other at 3000 kilometers per second – one percent of the speed of light – collisions like these are in Silich’s words “the most energetic phenomena since the Big Bang.”

Dark matter explains many phenomena including galaxy rotation curves, which imply more mass than we can see, and gravitational lensing has been used to show that visible mass is insufficient to explain the lensing effect. But we still don’t know what this stuff is, assuming it is real and not a demonstration of our need to refine General Relativity through theories like Modified Newtonian Dynamics (MOND). What we need is direct detection of dark matter particles, an ongoing effort whose resolution will shape our understanding of galactic structure and conceivably point to new physics.

The paper is Silich et al. 2024. “ICM-SHOX. I. Methodology Overview and Discovery of a Gas–Dark Matter Velocity Decoupling in the MACS J0018.5+1626 Merger,” Astrophysical Journal 968 (2): 74. Full text.

Friday assorted links

1. Two Patrick Collison citations on mentorship.

2. The refrigerator anecdote.

3. Nick Whitaker puts forward AI policy.

4. “The US economy has been expanding for 15 years, only interrupted by 2 months of contraction in early 2020″…and…”The US economy has now been in an expansion for 51 months with annualized real GDP growth of 4.5% over that time.”  Links here.

5. “Children’s outcomes are most strongly related to the parental employment rates of peers they are more likely to interact with, such as those in their own birth cohort, suggesting that the relationship between children’s outcomes and parental employment rates is mediated by social interaction.”  That is from some new Chetty mobility results.  WSJ coverage here.

6. Indian philanthropy on the way.

The post Friday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

AST SpaceMobile ready to ship first commercial satellites for SpaceX launch

Update: SpaceX could resume Falcon 9 launches as soon as July 27 after getting the green light from the Federal Aviation Administration TAMPA, Fla. — AST SpaceMobile’s first five commercial direct-to-smartphone […]

The post AST SpaceMobile ready to ship first commercial satellites for SpaceX launch appeared first on SpaceNews.

Akima lands $480 million Space Force contract to modernize Satellite Control Network

The Satellite Control Network supports the launch, tracking, control, and maintenance of U.S. government satellites

The post Akima lands $480 million Space Force contract to modernize Satellite Control Network appeared first on SpaceNews.

Shannon Pallone, United States Space Force – Leading Women in Space

Shannon Pallone, U.S. Space Force
Shannon Pallone, U.S. Space Force

In this episode of the SpaceNews Leading Women in Space series, correspondent Debra Werner speaks with Shannon Pallone, Program Executive Officer (PEO) for Battle Management Command, Control & Communications, Space Systems Command, U.S. Space Force.

The post Shannon Pallone, United States Space Force – Leading Women in Space appeared first on SpaceNews.

As it happened: NASA holds briefings on Crew 9 mission as SpaceX nears return to flight

Watch live as NASA holds briefings at the Johnson Space Center in Houston on the upcoming Crew 9 mission. A SpaceX Dragon capsule is due to ferry NASA astronauts Zena Cardman, Nick Hague, and Stephanie Wilson and cosmonaut Aleksandr Gorbunov to the International Space Station in August. Meanwhile at Kennedy Space Center SpaceX is rolling out a Falcon 9 for the first launch of its workhorse rocket since an upper stage failure on July 11 suspended flights.

More thruster tests for Starliner before return

Starliner at ISS
Starliner at ISS

NASA and Boeing will fire thrusters on the CST-100 Starliner spacecraft docked to the International Space Station this weekend in what may be a final test before approving the spacecraft’s delayed return to Earth.

The post More thruster tests for Starliner before return appeared first on SpaceNews.

Falcon 9 cleared to resume launches

Falcon 9 screenshot
Falcon 9 screenshot

SpaceX is ready to resume launches of its Falcon 9 rocket as soon as July 27 after completing an investigation into an upper stage anomaly two weeks earlier.

The post Falcon 9 cleared to resume launches appeared first on SpaceNews.

U.S. military urged to embrace smallsat revolution

Mitchell Institute report: Now is the time for the United States to fully leverage the unique attributes of small satellites

The post U.S. military urged to embrace smallsat revolution appeared first on SpaceNews.

Morpheus expands production in new Dresden factory

SAN FRANCISCO – Morpheus Space is ramping up electric propulsion production in its new Dresden, Germany, factory. In the 1,260-square-meter factory, Morpheus will initially produce 100 GO-2 Field Emission Electric […]

The post Morpheus expands production in new Dresden factory appeared first on SpaceNews.

Hotels: Occupancy Rate Increased 1.0% Year-over-year

From STR: U.S. hotel results for week ending 20 July
The U.S. hotel industry reported higher performance results than the previous week and positive comparisons year over year, according to CoStar’s latest data through 20 July. ...

14-20 July 2024 (percentage change from comparable week in 2023):

Occupancy: 73.5% (+1.0%)
• Average daily rate (ADR): US$165.91 (+2.4%)
• Revenue per available room (RevPAR): US$122.02 (+3.4%)
emphasis added
The following graph shows the seasonal pattern for the hotel occupancy rate using the four-week average.

Hotel Occupancy RateClick on graph for larger image.

The red line is for 2024, blue is the median, and dashed light blue is for 2023.  Dashed purple is for 2018, the record year for hotel occupancy. 

The 4-week average of the occupancy rate is tracking last year and is below the median rate for the period 2000 through 2023 (Blue).

Note: Y-axis doesn't start at zero to better show the seasonal change.

The 4-week average of the occupancy rate will increase seasonally for a few more weeks due to summer recreational travel.  

[RIDGELINE] Tōkaidō on Film — People

Ridgeline subscribers — Hello! It’s been ages (well, a month or so) — I’m in constant scramble mode (or is it burnout mode?) these days. Finishing up the Random House edition of Things Become Other Things, and catching up on life itself. I published a big update to Roden a few days ago. One of my many todos post-walk has been to dig through the film I shot while walking the Tōkaidō in May.

You Have to Protect Your Prinicipals from Contagious Disease

One of the things I don’t understand in professional sports is the blase attitude towards COVID (or towards other respiratory viruses, for that matter. Leaving aside a small, but not negligible, chance of long-term illness, if you get a symptomatic case of COVID, it’s going to be hard to perform at elite athletic standards. When it comes to something like the Olympics, why wouldn’t they mask, considering they’ve spent most of their lives trying to get there?

Bizarre.

Hallucination should not be a dirty word

One of my local schools, just down the road, is the Creative Computing Institute, part of University of the Arts London.

I was honoured to be a judge at the recent CCI Summer Festival. Students from the BSc and diploma courses were showing their projects.

Here’s the press piece: Creative industries experts recognise exceptional student work at the UAL Creative Computing Institute Summer Festival.

There was so much great work. All the awards have amazing winners, and there were many other projects right up there too.


I was awarding for Innovative Materials: "redefining the ways in which we use and conceive of the ‘stuff’ of computing practice."

Congratulations to the winners, Gus Binnersley, Kay Chapman, and Rebecca De Las Casas, for Talking to Strangers.

Artists’ statement: Talking to Strangers explores early theories of language development and symbiotic interspecies communication. Inspired by the work of linguist Jan Baudouin de Courtenay, this game of telephone explores his ‘bow-wow’ theory, which suggests that the beginnings of language involve progenitors mimicking sounds in their natural environment.

Ok I want to say something about this work and why it spoke to me, and about AI and hallucinations.


Let me describe the project, because I can’t find any pictures online:

  • Two sheets of metal hanging from the ceiling. Two telephone handsets, one at each end.
  • Speaking into a phone, your voice is transformed into different signals, transmitted through the metal, and reconstructed at the far end – that’s the game of telephone.
  • If you scratch or tap the metal, adding noise along the transmission path, the scratches and taps are reconstructed into what sounds like a voice.

Now my personal scoring rubric, for this particular award, was for using the material of computing - signal in the case of this project - as an intrinsic part of the work. And to tell a story about that material, rather than using it in service of another story.

And the story about the continuity of data is an interesting one. Voice remains regardless of the substrate. The invention of the category of data is a big deal!

But data-as-material is a well-trodden investigation.

SO:

What grabbed me here was the accidental voice reconstruction.

The project group used machine learning voice changing software, off the shelf, made for streamers.

The scratches and taps on the metal were transformed by the proto-AI into fragments of voice: burbles and syllables that sound something like a person speaking, but not quite. You strain to hear.

(I didn’t ask but I got the impression that the group didn’t originally intend for this to be part of their project, even though it was part of their demo by the time I spoke with them. That’s what you get from working directly with material.)

And this is something new:

Where does the voice come from?

Novelty in the signal.


Signal vs noise.

The story of the our networked age is noise. Data rot. Lossy compression. Entropy. Message attenuation over distance and time. Lost in translation.

And yet - with modern gen-AI - something new: Novelty on the wire. Originality from… somewhere?

If we’re to take that idea seriously then first we need to encounter it and experience it for ourselves.

That’s the work that Talking to Strangers was embarking on, for me.

The project had put its finger on brand new ‘stuff’, so new we can barely see it, but it found it somehow and that’s special.


Because novelty from computers is special.

I think it’s hard to come to terms with originality from computers and AI because it’s so counter to our experience of what data does.

But I was using a prototype of an AI system yesterday and the bot said back to me:

Oh, that reminds me of the time I accidentally entangled my toaster with my neighbor’s cat. Poor Mr. Whiskers meowed in binary code for a week!

A trivial example. But like, where does this even come from?

Here’s one of my posts from September 2020, just after I used GPT-3 for the first time:

Here’s what I didn’t expect: GPT-3 is capable of original, creative ideas.

(It had told me about a three-mile wide black ring deep in the Pacific Ocean.)

Now, we call these “hallucinations” and the AI engineers try to hammer it out, and people swap prompts to steer outputs with great reliability. Apple Intelligence irons out world knowledge, SearchGPT gives chatbots ground truth.

It’s so easy to dismiss any output that looks new, calling it just a recombination of training data fed through the wood chipper. We often resist the idea that originality might be possible.

But here’s a thought: a major source of new knowledge and creativity for us humans is connecting together far flung ideas that haven’t previously met. (That’s why multidisciplinary projects are so great.)

And as I said back in that 2020 post:

It occurred to me that GPT-3 has been fed all the text on the internet. And, because of this, maybe it can make connections and deductions that would escape us lesser-read mortals. What esoteric knowledge might be hidden in plain sight?

So, just in how it’s trained, the conditions are there.

I began my defence when I spoke in Milan in April about hallucinations, dreaming and fiction.

And

I am even more convinced of it today.


Those babbling voices from the sheet metal are not noise in the signal. They’re the point. Sources of creation are rare and here’s a new one!

What would happen if we listened to the voices?

What if we built software to somehow harness and amplify and work with this new-ness? There are glimmers of it with Websim and so on. But I don’t think we’ve really grappled with this quality of gen-AI, not yet, not fully. We should!

Hallucination is not a bug, it’s the wind in our sails.


Congratulations again to the Talking With Strangers team, and thank you to UAL CCI for having me – a privilege and a joy to see all the work and speak with the students.


More posts tagged: gpt-3 (31).

📙 #40 - Renamed for Alphabetical Relevance

Pen plotting with a brush pen and adjustable height.

# INTRO

It will be a short one this week; who knew that forcing yourself to read the whole thing out loud in front of a camera, often incorrectly, several times, and staring at your stupid face while editing it would inspire someone to write shorter newsletters?

With that said, the audio version should be above, and the video version is here for anyone wanting to watch me suffer:


# TEXT DASH MODE DOT ORG

Typewriter works by Robin Tomens, 2024 | https://rtomens.blogspot.com/

You could do a lot worse than get some inspiration from the "typewriter" tag on https://text-mode.org/?tag=typewriter

Where I'm left thinking, "Yes, but code and handwriting".

Why not try Tumblr, too: https://text-mode.tumblr.com/? Are they not the same thing?

No.

Why?

I'm not sure.


# RENAMING THE NEWSLETTER

This is nerdy behind the scenes stuff, but...

I noticed that when I viewed other newsletters on SubStack and other writers, it listed the newsletters they were subscribed to in alphabetical order.

Even though I was interested in signing up for more newsletters and seeing what other people subscribed to, I got bored while scrolling down the sometimes long lists of titles.

"The Rev Dan Catt Pen Plotter Newsletter" is way down the list, while "Drawing Machines & Notes from Art Studio Robots" is much closer to the top.

Yes, I am that shallow.

But the new title is more suited to what I write about anyway.


Thanks for reading Drawing Machines & Notes from Art Studio Robots! Subscribe for free to receive new posts and support my work.


# PRESEED

A quick note: PRESEED my plottable genart project went live last week for holders of my previous YYYSEED project. It opened up to everyone on Tuesday for a couple of weeks, and then I have... "plans" for it based on what/when things happen with the old studio sale.


# BRUSH HEIGHT + HANDWRITING

There are two things I've wanted to get working with the AxiDraw plotter; the first is generative handwriting (nailed it). The second is setting the pen height throughout the plotting process.

In a very horrid hacky/workaround I've wranged the Axidraw python library to do what I need. The short version is I keep setting the height I want on both the default pen-up and pen-down, then as I draw (using the goto command), I alternate between pen up and pen down, which forces the servo to move to the correct height.

In a very quick test I made it so the brush got lower as the drawing direction tended towards going down-left, and higher as it moved up-right. Basically a simple vector to height thingy. Even just that seems to work pretty well, although it could do with some tweaking.

There is a 100% chance that Substack would mess-up including the code here, even though it is very short, so I’ve put it here instead:

https://gist.githubusercontent.com/revdancatt/e727f396d0abf3f35f1789b96218ea89/raw/06bc4ca370a3cf6a8e6e9265ad69e2d3237f279d/brush-server.py

Running this spins up a little server. Then, hitting the URL http://localhost:4777/move?x=50&y=50&z=100 (and waiting/awaiting for the response) will set the pen into the highest position (z = 0-100) while also moving it to 50,50mm.

I tend not to use Python, preferring to use Nodejs (or Javascript in the browser). This allows me to still work with all the Canvas stuff and let Python handle the control.

Below are a couple of plots created from a source image.

The code above is totally unsupported and has room for improvement (controlling the speed would be one setting), but I figured someone could find it helpful.


# STUDIO UPDATE

I think everything is moving forward on the old studio sale. Last Friday, there was a deadline for something to happen for everyone to hit the deadline of the 31st. I wasn't told that the thing hadn't happened, and usually, I was told when important things hadn't happened.

Instead, I got a "things are progressing" - which ISN'T a "no".


# THE END

I’m pretty sure I’ve given social media, by which I mean twitter/X - that place is giving me more and more bad vibes, it’s, not good.

I’m not even sure if I’ll let Kitty carry on posting there, the place is overrun by bots 🤔

At the same time I don’t particularly feel like jumping into any of the replacements. So all those apps have been deleted, they’re not on my phone or my browser tabs.

Instagram is, I don’t know what any more. I liked it when it was for photos and I could see my friend’s posts. Now it’s just reels and adverts which makes me feel sad. The only saving grace is I can still toggle to the "Following" tab on mobile, so it’s staying on my phone for just a little longer.

Once again; newsletter, youtube and proper physical post, it seems. I feel like I’m probably shooting myself in the foot somewhat, but at the same time 👋

The next newsletter is all set for the 8th of August, fingers crossed for everything.

LOVE YOU ALL
Dan
❤️

PCE Measure of Shelter Slows to 5.3% YoY in June

Here is a graph of the year-over-year change in shelter from the CPI report and housing from the PCE report this morning, both through June 2024.

ShelterCPI Shelter was up 5.1% year-over-year in June, down from 5.4% in May, and down from the cycle peak of 8.2% in March 2023.

Housing (PCE) was up 5.3% YoY in June, down from 5.5% in May, and down from the cycle peak of 8.3% in April 2023.

Since asking rents are mostly flat year-over-year, these measures will slowly continue to decline over the next year.

PCE Prices 6-Month AnnualizedThe second graph shows PCE prices, Core PCE prices and Core ex-housing over the last 3 months (annualized):

Key measures are slightly above the Fed's target on a 3-month basis. Note: There appears to be some residual seasonality distorting PCE prices in Q1, especially in January.

3-month annualized change:
PCE Price Index: 1.5%
Core PCE Prices: 2.3%
Core minus Housing: 1.8%

Personal Income increased 0.2% in June; Spending increased 0.3%

The BEA released the Personal Income and Outlays report for June:
Personal income increased $50.4 billion (0.2 percent at a monthly rate) in June, according to estimates released today by the U.S. Bureau of Economic Analysis. Disposable personal income (DPI), personal income less personal current taxes, increased $37.7 billion (0.2 percent) and personal consumption expenditures (PCE) increased $57.6 billion (0.3 percent).

The PCE price index increased 0.1 percent. Excluding food and energy, the PCE price index increased 0.2 percent. Real DPI increased 0.1 percent in June and real PCE increased 0.2 percent; goods increased 0.2 percent and services increased 0.2 percent .
emphasis added
The June PCE price index increased 2.5 percent year-over-year (YoY), down from 2.6 percent YoY in May, and down from the recent peak of 7.0 percent in June 2022.

The PCE price index, excluding food and energy, increased 2.6 percent YoY, unchanged from 2.6 percent in May, and down from the recent peak of 5.4 percent in February 2022.

The following graph shows real Personal Consumption Expenditures (PCE) through June 2024 (2017 dollars). Note that the y-axis doesn't start at zero to better show the change.

Personal Consumption Expenditures Click on graph for larger image.

The dashed red lines are the quarterly levels for real PCE.

Personal income was slightly below expectations, and PCE was slightly above expectations.

Inflation was slightly below expectations.

NGC 7023: The Iris Nebula

These cosmic clouds have blossomed 1,300 light-years away These cosmic clouds have blossomed 1,300 light-years away


Performance Feedback and Organ Donor Registrations, by House, Lacetera, Macis, and Mazar.

 When you register for a driver's license in the U.S., you fill out a form that has an opportunity to register as an organ donor. Did the clerk who accepts your form ask you if you had checked the box?  Would it help if he/she got feedback on how many organ donor registrations she had facilitated?

Here's an experiment about the equivalent interaction in Canada, where "most of the organ donor registrations in Ontario (pre-Covid-19 pandemic: 85 %) occurred during in-person visits to ServiceOntario centers (Trillium Gift of Life, 2017), which through their customer service representatives (CSRs) provide a wide range of services to residents ranging from issuing driver and vehicle licensing to public health insurance registration and business licensing."

House, Julian, Nicola Lacetera, Mario Macis, and Nina Mazar. "Nudging the Nudger: Performance Feedback and Organ Donor Registrations." Journal of Health Economics (2024): 102914.

"Abstract: In a randomized controlled trial conducted in three waves over 2.5 years and involving nearly 700 customer-service representatives (CSRs) from a Canadian government service agency, we studied how providing CSRs with repeated performance feedback, with or without peer comparison, affected their subsequent organ donor registration rates. The feedback resulted in a 25 % increase in daily signups compared to otherwise equivalent encouragements and reminders. Adding benchmark information about peer performance did not amplify or diminish this effect. We observed increased registration rates for both high and low performers. A post-intervention survey indicates that CSRs in all conditions found the information included in the treatments helpful and motivating, and that signing up organ donors makes their job more meaningful. We also found suggestive evidence that performance feedback with benchmark information was the most motivating and created the least pressure to perform."

##########

Related post:

Monday, July 22, 2024

Markets in Everything: Fentanyl Precursors

Reuters: To learn how this global industry works, reporters made multiple buys of precursors over the past year. Though a few of the sales proved to be scams, the journalists succeeded in buying 12 chemicals that could be used to make fentanyl, according to independent chemists consulted by Reuters. Most of the goods arrived as seamlessly as any other mail-order package. The team also procured secondary ingredients used to process the essential precursors, as well as basic equipment – giving it everything needed to produce fentanyl.

The core precursors Reuters bought would have yielded enough fentanyl powder to make at least 3 million tablets, with a potential street value of $3 million – a conservative estimate based on prices cited by U.S. law enforcement agencies in published reports over the past six months.

The total cost of the chemicals and equipment Reuters purchased, paid mainly in Bitcoin: $3,607.18.

I don’t doubt that Reuters did what they say they did. I have trouble believing, however, that the implied profit margins are so high. A gram of cocaine costs about $160 on the street and $13 to $70 trafficked into the US and ready to sell. Thus, the street price to production cost is at most 12:1 and perhaps as low as 2.3:1. Note that this profit margin includes the costs of jail etc. I think Reuters overestimates fentanyl street prices by a factor of 2 which would still give a ratio of 415:1 which is way too high. Let’s say fentanyl sells for $1.5 million on the street then to get the ratio to a very generous 20:1 we need costs of $75,000 so my guess is that Reuters has underestimated costs by a significant amount in some manner.

Happy to receive clarification or verification from those with more expertise in the business.

I do accept Reuters point that fentanyl is cheap and easy to produce.

The whole story is excellent.

The post Markets in Everything: Fentanyl Precursors appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

No, NASA hasn’t found life on Mars yet, but the latest discovery is intriguing

NASA’s Perseverance rover discovered “leopard spots” on a reddish rock nicknamed “Cheyava Falls” in Mars’ Jezero Crater in July 2024.

Enlarge / NASA’s Perseverance rover discovered “leopard spots” on a reddish rock nicknamed “Cheyava Falls” in Mars’ Jezero Crater in July 2024. (credit: NASA/JPL-Caltech/MSSS)

NASA's Perseverance rover has found a very intriguing rock on the surface of Mars.

An arrowhead-shaped rock observed by the rover has chemical signatures and structures that could have been formed by ancient microbial life. To be absolutely clear, this is not irrefutable evidence of past life on Mars, when the red planet was more amenable to water-based life billions of years ago. But discovering these colored spots on this rock is darn intriguing and has Mars scientists bubbling with excitement.

"These spots are a big surprise," said David Flannery, an astrobiologist and member of the Perseverance science team from the Queensland University of Technology in Australia, in a NASA news release. "On Earth, these types of features in rocks are often associated with the fossilized record of microbes living in the subsurface."

Read 7 remaining paragraphs | Comments

Pete Beck vs. Chris Kemp: The rocket rivalry you’ve got to see to believe

Chris Kemp is CEO of Astra. He has a colorful personality.

Enlarge / Chris Kemp is CEO of Astra. He has a colorful personality. (credit: Courtesy of HBO)

Early on in the new documentary film Wild Wild Space, Astra rocket company chief executive Chris Kemp offers this bit of snide commentary on his launch competitor, Rocket Lab: “I’m someone who wants to actually succeed from a business perspective, versus just make big toys.”

For better or worse—and it's better for viewers and ultimately worse for Kemp—he is the star of the documentary film now showing on the streaming network Max. The main narrative involves the race between Rocket Lab and Astra to develop, test, and fly small and commercially viable rockets. And what a compelling narrative it is, especially as the story unfolds toward its inexorable conclusion. Anyone who has paid a bit of attention to the space industry knows where this is headed: the ascent of Rocket Lab and failure of Astra. But it's a fun ride anyway.

The film is based directly on the book When the Heavens Went on Sale, by Ashlee Vance. He is the most prominent talking head in the movie, and he does a fine job contextualizing the story. But what really makes the movie sing is the narcissistic monologues by Kemp, the access to his company, and interviews with Rocket Lab founder Peter Beck, who seems mostly bemused at Kemp’s aspirations to challenge him. It all offers a rare, revealing, and intimate look into startup culture.

Read 10 remaining paragraphs | Comments

Land loneliness

Aerial view of a large pipeline construction site with machinery and vehicles cutting through green fields and hills under a partly cloudy sky.

To survive, we are asked to forget that our lands and bodies are being violated, policed, ripped up, silenced, sacrificed

- by Kelsey Day

Read at Aeon

When the Olympics Gave Medals to Artists

When I was in college, I competed in various quiz competitions. These were elaborate intercollegiate affairs with buzzers, moderators, judges, and all the other paraphernalia of a TV game show.

These matchups were no joke, demanding not only knowledge, but quick recall and fast reaction time. In my shining moment, I even appeared on network television, as part of a team that defeated Yale for a national championship.

I would have gone pro, if there had been a pro to go to.


If you want to support my work, please take out a premium subscription (for just $6 per month).

Subscribe now


As it turned out, this became a tradition in our family. The only difference between us and the Manning clan, is that they play quarterback, and makes tens of millions of dollars.

But who’s counting?

So, more recently, my son Thomas participated in similar events, and served as captain of a high school team that won a US title. He continued to compete in college, where his team came within one question of winning the national championship. My nephew, also named Ted, made his mark in these same academic competitions during his college days, gaining some lasting renown among the insiders who follow such things.

The curious satisfaction for all of us is that our specialty in these contests is invariably arts and humanities—that’s also a family tradition—and those are the very fields where head-to-head competitions with objective scores are almost non-existent.

That’s what made these contests so much fun for us.

Herodorus of Megara gained renown as champion in ten separate Olympic competitions. But he wasn’t an athlete, he was a trumpeter.

There’s a peculiar enjoyment for a humanist, in matching up with peers at Ivy League schools, and seeing if you can beat them to the buzzer, so to speak. These contests, now a distant memory from my youth, are the only times in my life when I competed in a genuine matchup in the world of arts and culture with results tabulated in real-time competitions on the basis of objective standards.

I know that a career in the arts can’t really be like that. But I was lucky to get a taste of it, and can’t help envying professions where performance isn’t such a subjective affair, but can be measured with such confidence and precision.

Chess players always know where they rank, and exactly what they need to do to move up in the hierarchy. The same is true of sales people who earn their bonuses based on the numbers. Or TV producers who can check out the morning-after ratings. Or even the adolescent who is battling with buddies in a video game.

I sometimes wish the life of a creative professional were more like that, if only for the clarity it provides. But even I realize how strange it gets when actually applied in practice. Just look at all the “best of” lists in music and books, and all the arguments that ensue.

And there’s no stranger example than the Olympic competitions for artists.


If you haven’t heard of these contests, I’m not surprised. Hardly anyone mentions them anymore. But arts were part of the Olympics for forty years, from 1912 to 1952.

Although the idea of artists competing for gold medals may seem bizarre, the practice actually goes back to the ancient Olympics. Sports competitions in ancient Greece always involved music. Sometimes it was integrated into the athletic competitions.

The Greeks, for example, believed the long jump required music in order to optimize the rhythmic coordination of the competitors. In other instances, the music served to entertain or organize the crowd at ancient competitions. But the most unusual situation involved actual music contests, treated as quasi-athletic events.

The Zliten mosaic depicts musicians performing at gladiator games (Libya, second century AD)

Ancient sources tell us that Herodorus of Megara gained renown as champion in ten separate Olympic competitions. But he wasn’t an athlete, he was a trumpeter. Ancient sources tell us that he could play two trumpets at once, a feat that allegedly inspired Macedonian troops during the siege of Argos in 303 BC.

Adding to the incongruity, Herodorus looked the exact opposite of an Olympic medalist. He was almost as famous for his eating and drinking as he was for his music—at a single sitting he could consume seven kilos of meat and an equal amount of bread, washing it down with six liters of wine.

His enormous body may, however, have helped him blow those loud trumpet notes that earned him Olympic victories again and again.

Baron Pierre de Coubertin, the founder of the modern Olympics, was well aware of these precedents, and wanted to include the arts in his competitions. In fact, he envisioned the arts as a key ingredient in the modern Olympic games—and for the plausible reason that they would elevate the international event he was envisioning above all other such competitions.

“There is only one difference between our Olympiads and plain sporting championships,” he declared, “and it is precisely the contests of art as they existed in the Olympiads of Ancient Greece, where sport exhibitions walked in equality with artistic exhibitions.”

Almost 400,000 visitors came to exhibition of competing art works at the 1932 Los Angeles Olympics

But the local organizers of the early modern Olympics were not convinced. So there were no arts competitions in Athens (1896),  Paris (1900), or St. Louis (1904). Finally, a plan for integrating the arts into the games was approved for the 1908 Olympics, originally planned for Rome; but when the event moved to London because of financial troubles due to the eruption of Mt. Vesuvius, the arts were again put on hold.

The Baron did not abandon his plan, and pushed for arts competitions at the 1912 Stockholm games. The Swedes initially resisted, but finally agreed—although insisting that the artistic works submitted had to have some thematic connection to sports.

Only a few artists  participated, but medals were awarded in five categories. The gold medal in music went to Italian Riccardo Barthelemy—whose day gig was accompanying famous opera singer Enrico Caruso—for his “Olympic Triumphal March.”

The high point of the Olympics art competition happened in Los Angeles in 1932. An exhibition of submitted works took place at the Los Angeles Museum of History, Science and Art, and drew almost 400,000 visitors. That’s far more people than can fit into the Los Angeles Memorial Coliseum (which, in 2028, will become the first stadium to host three different Olympics).

The arts medals were eliminated after 1948, but for the worst of all reasons. The modern Olympics originally focused on amateur competitors—with professional athletes disqualified from participation—but most of the artists involved were professionals.

According to critics, this undermined the integrity of the event. 

What a joke that is. Just imagine—painters and composers make too much money to compete alongside athletes.

In later years, artistic exhibitions were sometimes associated with the Olympics, but the days of medals and competitive events were over. But it’s legitimate to ask whether they shouldn’t be brought back. In a world in which millionaire NBA players compete in these international contests, there certainly can’t be any objection to the far poorer, albeit professional, artists from participating.

And there are many other benefits.

Just consider how successful the Eurovision contest has been in generating cross-border music careers, and global awareness for artists who might otherwise never have a platform outside of their own nations The contest definitely creates international goodwill, and also has the benefit of being fun and entertaining.

I’m not making any great claims for the caliber of the songs honored. But the purpose of such events is more than mere aesthetic refinement.

And think of the other international arts awards that generate so much public interest, and help build both the audience and financial security for deserving artists. The Nobel Prize in Literature is the most obvious example, but there are many others. Once again, I’ve often criticized the actual decisions of the judges, but even the arguments they stir up are good for the culture.

And for some art forms, an Olympic event might be the single best way of raising public awareness. Most people can’t tell you the name of one living sculptor or modern dance choreographer or poet. Maybe if they handed out gold medals on TV that would start to change.

Perhaps the biggest obstacle to this is our inherent reluctant to treat the arts as a kind of sport, with winners and losers. And I don’t disagree with that. Although I enjoyed my own days as a arts and culture competitor in quiz contests, I don’t really believe that creative pursuits can be quantified in the same way as, say, a golf or tennis event.

But that has never stopped judges from assigning quantitative scores to artists. I’ve often been enlisted as a judge for various arts organizations, and in almost every instance numeric scores are assigned to works—although those scores are rarely released to the public, just the names of the winners. Everyone knows that the numbers here are subjective, but that doesn’t mitigate the positive value of the process.

So let’s give it a chance. It’s too late for the Paris Olympics, which are starting tomorrow, but Los Angeles will host the event again in four years. That give us plenty of time to prepare.

So why not bring musicians, painters, dancers, poets, and all the rest to LA, alongside all those well-toned athletic bodies. It might even give a boost to ratings. And it almost certainly will give a boost to our culture.

Of course, my most cherished hope is that they will add quiz competitions to the Olympics. I might even consider coming out of retirement.

Which are the most effective subsidies for green energy?

That is the topic of my latest Bloomberg column, here is one excerpt:

A recent study finds that, of all domestic subsidies, the most effective involve replacing the dirty production of electricity with the cleaner production of electricity. In practice, that means subsidies or tax credits for solar and wind power. Those are more than twice as effective as appliance rebates, the weatherization of homes, or subsidies for buying electric or hybrid vehicles.

Current local and national policies offer subsidies for both electric vehicles and for solar and wind power, though the specifics vary. It would be better if the US switched more of those funds into subsidies for solar and wind power.

Green energy advocates, however, tend to support public subsidies for any policy that reduces emissions. “Less money for electric vehicles” is not the kind of message they necessarily want to send. Nonetheless, in a world of scarcity and limited support for green energy projects, hard thinking about trade-offs is necessary.

When it comes to green energy policies, many countries are having trouble meeting their commitments. Australia, for instance, repealed its carbon tax a decade ago, and many nations are talking about a zero-emissions future in vaguer terms and with looser deadlines. The UK has a net zero pledge for 2050, but is not on track to meet intermediate targets. It’s folly to blindly support an all-of-the-above strategy.

So we need to choose, and this paper offers guidelines.

The original research is from Robert W. Hahn, Nathaniel Hendren, Robert D. Metcalfe, and Ben Sprung-Keyser.

The post Which are the most effective subsidies for green energy? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

My excellent Conversation with Alan Taylor, on American history

Here is the audio, video, and transcript.  Here is the episode summary:

Tyler and Taylor take a walking tour of early history through North America covering the decisions, and ripples of those decisions, that shaped revolution and independence, including why Canada didn’t join the American revolution, why America in turn never conquered Canada, American’s early obsession with the collapse of the Republic, how democratic the Jacksonians were, Texas/Mexico tensions over escaped African American slaves, America’s refusal to recognize Cuban independence, how many American Tories went north post-revolution, Napoleon III’s war with Mexico, why the US Government considered attacking Canada after the Civil War, and much more.

Here is one excerpt:

COWEN: Now, here’s a quotation from your writings, page 37: “One of the great ironies of the American Revolution was that it led to virtually free land for settlers in British Canada while rendering land more expensive in the United States.” Could you explain that, please?

TAYLOR: Sure. The war was very expensive. All the states and the United States also incurred immense debts. How are you going to pay for that? This is the time when there’s no income tax, and the chief ways in which governments could raise money were on import duties and then on selling land. There was a lot of land, provided you could take it away from native peoples. All of the states and the United States were in the business of trying to sell land, but also they’re reliant within the states on these land taxes. All of these go up, then, to try to finance the war debt.

Whereas in British Canada, the British government is subsidizing the local government. They’re paying the full freight of it, which means that local taxes were much lower there. It also meant that they could afford to basically give away land to attract settlers. They had this notion that if we offer free land to Americans, they will want to leave that new American republic, move back into the British Empire, strengthen Canada, and provide a militia to defend it.

Substantive and interesting throughout.  And can you guess what in his answers surprised me most?

The post My excellent Conversation with Alan Taylor, on American history appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Why the Netanyahu Speech?

Netanyahu’s U.S. Visit: Political Theater Amid Gaza Crisis and Calls for Accountability

Even as Israeli Prime Minister Benjamin Netanyahu was addressing Congress, meeting with an outgoing Joe Biden and a potential incoming Kamala Harris and with Donald Trump, the thought kept popping up.

If stepping aside as a “patriotic act” of Biden is expected as a presidential candidate, and, for example, if Kimberly Cheatle was forced to resign after a Secret Service failure even before an investigation, why isn’t Netanyahu at 74 considering the same, since his insistence on continuing military campaign in Gaza started with his failures and has resulted in global scorching over its most ill effects? While we’re at it, the leaders of Hamas, the Palestinian Authority and the Ayatollah also should be stepping down in the current spirit of wiping away all the incumbents.

Of course, even as a hostage-for-ceasefire deal is reported to be near, it is not done, and from Netanyahu’s belligerent tone, it is difficult to see a lasting deal happening anytime soon. A promised “conciliatory” speech was a broadside attack on Americans and others who might protests any aspect of the Israeli war as being tools of Iran and Hamas.

Anyone hoping for news of a breakthrough might as well have joined those who chose to stay away.

Did We Learn Anything?

Netanyahu was fulfilling a somewhat political, somewhat diplomatic itch to re-cement ties in Washington for continuing financial, military, intelligence and diplomatic support from his closest American allies. But the visit, in which he lavished praise on both Biden and Trump, felt political, untimely, and maybe as about raising his profile at home — or just self-promotion.

In this sudden season of instant “accountability” as drawn particularly by Congressional Republicans for anyone not named Trump, here was Netanyahu to offer the case for open-ended and non-questioning support of an increasingly right-leaning agenda in Gaza, the West Bank, and even now into southern Lebanon without any real acknowledgment that things have not gone as planned or hoped in the Middle East.

It was Netanyahu who pulled security forces from the Gaza border, creating the opportunity for Hamas terrorism on Oct. 7 for their reassignment to Jewish settlement expansion in the West Bank. It was Netanyahu who sent money to the UAE for Hamas to keep them from joining forces with the Palestinian Authority.

It has been Netanyahu who launched a strategy more focused on destroying Hamas than on freeing hostages that have targeted civilian hospitals and schools where Hamas operates, who has leveled more than half of Gaza and allowed only limited humanitarian aid, who is being charged with international war crimes for starving two million Palestinian civilians. It is Netanyahu who faces a hostility on his own streets from tens of thousands, even as he refuses investigation of what led to October 7, as well as charges now postponed.

It is Netanyahu who sees a future of a tamed Gaza with an international occupation force, not recognition of a Palestinian nation that is incented to be a partner nation.

Just Why the Visit?

Driving to the Capitol took him by thousands of protesters who see the manner of the Israeli military campaign to be unusually and legally harsh. Netanyahu asserted without fact that protesters are paid by Iran, which should come as news to many in the anti-war crowd. He once again linked an anti-war feeling with anti-Semitism.

The tumult over Netanyahu’s appearance in Washington came across, as increasingly seems to be the case, more of political theater — to no understood end. It seemed the doing of a Republican-majority Congress who wanted to help its partisan criticism of the Biden administration during the U.S. election season.

But for politics, we could have heard the same speech about Ukraine — except, of course, that Republicans see one world tie and ally different than the other.

There has never been a serious question about aid, despite a decision by Biden to delay one heavy munition that he found inappropriate for bombing in an urban area because civilians would be killed. Indeed, Biden himself has been criticized by progressives on the left for favoring Israeli military moves disproportionately over either hostage release, or humanitarian concern for Gazans. Republicans and some Democrats who criticize Biden, or now Kamala Harris, for being insufficiently supportive of Israel must be following some different kind of military progress reports than the rest of us.

If Netanyahu wanted to say thank you to his strongest ally, he could have used the phone. Agreeing to speak to a joint session of Congress, especially as a ceasefire deal looms, seems unnecessary unless he was ready to make news and agree to sign it.

What there has been is an open question about what is to happen when the military clashes end — a question asked repeatedly by the Israeli Defense Force leaders themselves. Biden/Harris have taken the current fighting as a goad toward pushing for recognition of a Palestinian state, along with an international force to secure Israel’s safety.

The fact remains that Netanyahu opposes a two-state idea, and his increasingly right-leaning cabinet coalition wants to occupy and create yet more Jewish settlements in Gaza, as well as the West Bank.

Without a ceasefire, there will be more fighting and humanitarian issues in Gaza, more missiles raining from inside Lebanon, a separate, recognized state where Hezbollah fighters dictate what attacks will launch, and now from Yemen, where Houthi rebels are acting within another separate state. Meanwhile, the families of hostages mourn the fact that Netanyahu does not put them first. And Iran is building its nuclear reserves toward weapons readiness.

It seems a long way to go to give a speech that underscores all the bad things we already know.


PLEASE DONATE TO SUPPORT OUR NONPROFIT NEWSROOM.

The post Why the Netanyahu Speech? appeared first on DCReport.org.

Rocket delivered to launch site for first human flight to the Moon since 1972

Rocket delivered to launch site for first human flight to the Moon since 1972

Enlarge (credit: NASA/Isaac Watson)

The central piece of NASA's second Space Launch System rocket arrived at Kennedy Space Center in Florida this week. Agency officials intend to start stacking the towering launcher in the next couple of months for a mission late next year carrying a team of four astronauts around the Moon.

The Artemis II mission, officially scheduled for September 2025, will be the first voyage by humans to the vicinity of the Moon since the last Apollo lunar landing mission in 1972. NASA astronauts Reid Wiseman, Victor Glover, Christina Koch, and Canadian mission specialist Jeremy Hansen will ride the SLS rocket away from Earth, then fly around the far side of the Moon and return home inside NASA's Orion spacecraft.

"The core is the backbone of SLS, and it’s the backbone of the Artemis mission," said Matthew Ramsey, NASA's mission manager for Artemis II. "We’ve been waiting for the core to get here because all the integrated tests and checkouts that we do have to have the core stage. It has the flight avionics that drive the whole system. The boosters are also important, but the core is really the backbone for Artemis. So it’s a big day.”

Read 31 remaining paragraphs | Comments

Friday: Personal Income and Outlays

Mortgage Rates Note: Mortgage rates are from MortgageNewsDaily.com and are for top tier scenarios.

Friday:
• At 8:30 AM ET, Personal Income and Outlays, June 2024. The consensus is for a 0.4% increase in personal income, and for a 0.2% increase in personal spending. And for the Core PCE price index to increase 0.2%.  PCE prices are expected to be up 2.6% YoY, and core PCE prices up 2.6% YoY.

• At 10:00 AM, University of Michigan's Consumer sentiment index (Final for July). The consensus is for a reading of 66.0.

Make-or-break tests on tap for Boeing’s Starliner capsule

Boeing’s Starliner, docked at the International Space Station, pictured in a long-duration exposure as the craft soared 258 miles above western China. Image: NASA.

Critical tests are on tap this weekend to confirm Boeing’s Starliner capsule can safety carry its two-person crew back to Earth despite unexpected helium leaks and degraded maneuvering thrusters, officials said Thursday.

The problems, discovered during the ship’s rendezvous with the International Space Station in early June, triggered weeks of testing and analysis that have extended the ship’s first piloted test flight from a little more than one week to nearly two months.

Steve Stich, manager of NASA’s Commercial Crew Program, said Starliner commander Barry “Butch” Wilmore and co-pilot Sunita Williams, both veterans of earlier space station visits, have taken the extended mission in stride and are enjoying their bonus time in orbit.

As for when they might be cleared to return to Earth, Stich told reporters “we don’t have a major announcement today relative to a return date. We’re making great progress, but we’re just not quite ready to do that.”

Two technical hurdles remain: tests this weekend to “hot fire” 27 maneuvering thrusters in the Starliner’s service module to make sure they will work as expected between undocking and re-entry; and parallel testing to confirm five known helium leaks in the propulsion pressurization system have not worsened.

Pressurized helium is used to force propellants to the thrusters for ignition. The thrusters, in turn, are needed to re-orient the Starliner as required after undocking and to keep it steady when larger rockets fire to drop the ship out of orbit for re-entry and landing.

“We’re going to fire all those thrusters through a number of pulses, just to make sure before we undock, that the whole system performs the way we expected and the way it did last time we checked it,” Stich said. “We’ll also get a chance to look at the helium system.

“It’s been six weeks since we last checked that helium system, that was on June 15. So we’ll pressurize manifold by manifold, and then hot fire the thrusters, and then we’ll get a chance to look at the helium leak rates and verify that the system is stable.”

All in all, “it’s a very important set of tests over the weekend that we’ll do,” he said.

Assuming no major surprises crop up, a NASA flight readiness review will be held to outline the problems for senior management, along with the “flight rationale,” that is, the analysis showing the problems are understood and pose no credible safety threat.

“There’s some significant education of the leadership heading into this agency flight readiness review,” Stich said. “We’ve struggled to explain all of what’s going on, and I apologize for that. This is a very, very complicated subject.”

NASA’s Boeing Crew Flight Test astronauts Butch Wilmore and Suni Williams inside the vestibule between the forward port on the International Space Station’s Harmony module and Boeing’s Starliner spacecraft. Image: NASA.

The Starliner was launched on its first piloted test flight June 5. During the subsequent rendezvous with the International Space Station, multiple helium leaks were detected — one was known before launch — and five aft-facing maneuvering thrusters failed to operate as the flight software expected.

Four were later successfully test fired and one was declared failed.

The aft-facing thrusters were exposed to direct sunlight for extended periods, causing them to operate at higher than normal temperatures. That, plus the rapid-fire sequence of burns during the rendezvous, likely contributed to the observed performance.

To find out, Boeing took a flight thruster from another Starliner to a NASA test facility in White Sands, New Mexico, and ran it through two rendezvous sequences that replicated what the Starliner in orbit experienced along with five return-to-Earth, or “downhill,” scenarios.

Similar thrust degradation was seen and when engineers disassembled the test thruster, a Teflon seal was found to be slightly deformed, likely due to exposure to one of the propellants, nitrogen tetroxide.

“The team is … looking at that thruster to see could that particular seal survive the rest of the flight,” Stich said. “If you look at what we did on that thruster, it shows that we can survive up to five downhill legs. So we’re making sure that that seal stays intact.”

As for the helium leaks, Stich said flight controllers pressurized the system for earlier tests in orbit and the known leaks did not get any worse; all were within acceptable limits.

“We’re going to do a check this weekend on the helium leak scenario, and then right before undock, we’ll re-pressurize the system and check the helium leaks. … We’re making sure all that’s covered.”

When the Starliner took off, its batteries were rated for 45 days in space. Based on their actual performance in orbit, Stich said that limit has been extended to 90 days. Thursday marked the ship’s 50th day in space and Stich said Wilmore and Williams possibly could return to Earth by late August.

“I’m very confident we have a good vehicle to bring the crew back with,” said Mark Nappi, Boeing’s Starliner program manager. “We have to take the next steps to show that information to everybody else, and that leads up to the agency review, and that’s what we’re going to do over the next week.”

From Google DeepMind (it’s happening)

We’re presenting the first AI to solve International Mathematical Olympiad problems at a silver medalist level. It combines AlphaProof, a new breakthrough model for formal reasoning, and AlphaGeometry 2, an improved version of our previous system.

Here is further information.

From the NYT three days ago “A.I. Can Write Poetry, but It Struggles With Math.”  From the NYT today: “Move Over, Mathematicians, Here Comes AlphaProof.”  And here is one opinion: “This type of A.I. learns by itself and can scale indefinitely, said Dr. Silver, who is Google DeepMind’s vice-president of reinforcement learning.”  Okie-dokie!

The post From Google DeepMind (it’s happening) appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Thursday 25 July 1661

This morning came my box of papers from Brampton of all my uncle’s papers, which will now set me at work enough. At noon I went to the Exchange, where I met my uncle Wight, and found him so discontented about my father (whether that he takes it ill that he has not been acquainted with things, or whether he takes it ill that he has nothing left him, I cannot tell), for which I am much troubled, and so staid not long to talk with him.

Thence to my mother’s, where I found my wife and my aunt Bell and Mrs. Ramsey, and great store of tattle there was between the old women and my mother, who thinks that there is, God knows what fallen to her, which makes me mad, but it was not a proper time to speak to her of it, and so I went away with Mr. Moore, and he and I to the Theatre, and saw “The Jovial Crew,” the first time I saw it, and indeed it is as merry and the most innocent play that ever I saw, and well performed. From thence home, and wrote to my father and so to bed. Full of thoughts to think of the trouble that we shall go through before we come to see what will remain to us of all our expectations.

Read the annotations

Finally Word from the FBI -About The Trump Story The Press Has Refused To Question

As you know, I’ve been on this story for a while: why there was never any law enforcement briefing or qualified medical report on the Butler, PA shooting incident or information of how Donald Trump was injured. I was especially interested in this because originally Pennsylvania State Police briefed reporters that Trump had been hit by flying debris kicked up by the gunfire. The storyline changed when Trump went on Truth Social and announced that a bullet had hit his ear. From that moment that was the story followed universally in the press.

But yesterday FBI Director Christopher Wray said, ironically in response to a question from Rep. Jim Jordan, that it’s not clear whether Trump was hit by a bullet or debris kicked up by the gunfire. I think in context that’s likely a bureaucratic and gentle way of saying Trump probably wasn’t hit by a bullet. But let’s stick to the precise words. “There’s some question about whether or not it’s a bullet or shrapnel that hit his ear.”

Here’s the actual exchange.

We’re almost two weeks after this happened. This is the first official word about it. As I’ve explained before, after the shooting, Pennsylvania State Police briefed reporters saying that Trump had been hit by flying glass. Flying debris, shards of glass, shrapnel — these are all basically the same thing: tiny hard objects kicked up at high velocity by bullet impacts. (There are reports that bullets hit the sound equipment on the stage.) Four local police officers who were just feet away from Trump when the shots were fired also received minor injuries from flying debris from the bullets. (It seems probable that Secret Service agents may have been hit too but we simply haven’t gotten those details. The only reports about the local police officers came from the police department itself and appeared solely in the local press.) It was only after Trump went on Truth Social and announced that he’d been struck in the ear with a bullet that the story changed. All mainstream media took Trump’s word for it and ran with that version of the story.

Let’s be honest: Trump is a notoriously self-promoting pathological liar. This is hardly a controversial statement. I think even many of his supporters would concede the point. From a journalistic standpoint the idea that anyone would simply take his word for this is bizarre, a total journalistic failure. Not only is Trump thoroughly unreliable, it’s not clear he would have known one way or another. One can be generous and say that maybe he thought it was true.

From first post I wrote on this I’ve been crystal clear that this is certainly not the central part of this story. A 20 year old with a typical school-shooter, mass-shooter profile tried to kill Trump and might very easily have succeeded. That’s the core reality. But anytime something like this happens we get and expect to get briefed by law enforcement and medical personnel about what they believe happened. In this case, uniquely, it never did. That’s another significant failure. It’s not that we’re looking for deep, dark secrets. This is a genuinely major historical incident. The public hears from law enforcement about what happened, the details. That’s just how it works. In this case, it’s hard not to believe that it didn’t work that way at least in part because it necessarily involved stepping on the crisp storyline that Trump himself branded onto it in the immediate aftermath. He rapidly raised the stakes for contradicting him by making his story the central message of his whole convention.

I learned over the last week that at the upper echelons of the major press organizations there was a clear understanding that there was no real basis for Trump’s story, not withstanding the fact that all of those organizations ran with it as a canonical part of the coverage. The consensus seemed to be that the bullet story was just Trump’s opinion. And if we’re generous with the word “opinion” that’s probably right. They appear to have been pretty open among themselves that it simply wasn’t a big enough deal to merit getting into a public fight with the Trump campaign over. And as we know, it would definitely be a fight even to ask for additional details about the story that quickly become the central element of what amounted to Trump’s canonization in Milwaukee.

The fact that Trump now routinely says he “took a bullet for democracy” as a way to deflect from any bad story or question gives some indication of why reporters should not stop asking basic questions just to avoid the anger of the people they’re covering. It seems quite likely that the story Trump has been telling constantly over the last two weeks simply isn’t true, that he and his campaign know it’s not true or at least that there’s no evidence for it. And the press has too.

It’s worth considering a hypothetical.

Let’s consider political candidate Fred Smith. Routinely during his speeches Fred talks about how he was shot by someone trying to kill him and only miraculously survived. That’s a great candidate story. But imagine that then it turned out that it wasn’t clear Fred had actually been shot at all. He may have just been nicked by flying debris. And other people were seriously wounded and killed. What’s your experience as a consumer of political news about how reporters generally react to that kind of news development — not how they should maybe but how they do? My experience is not very well. Indeed, they often press for crazy and over the top levels of details, and just when the person knew his story either wasn’t or might not be true. And if our candidate Fred Smith isn’t forthcoming the story quickly expands into meta-discussions of character and credibility. Some of these aspects of press behavior will go beyond what’s necessary and move into obsessive and nitpicking. But that’s how they operate.

Some of the press hesitation is explained, if not quite justified, by the true gravity of what happened, a genuine near miss assassination and massive shooting attempt that could have dramatically changed the course of American history. But that’s no excuse for dropping the most basic blocking and tackling of ordinary reporting.

The CrowdStrike Outage and Market-Driven Brittleness

Friday’s massive internet outage, caused by a mid-sized tech company called CrowdStrike, disrupted major airlines, hospitals, and banks. Nearly 7,000 flights were canceled. It took down 911 systems and factories, courthouses, and television stations. Tallying the total cost will take time. The outage affected more than 8.5 million Windows computers, and the cost will surely be in the billions of dollars­easily matching the most costly previous cyberattacks, such as NotPetya.

The catastrophe is yet another reminder of how brittle global internet infrastructure is. It’s complex, deeply interconnected, and filled with single points of failure. As we experienced last week, a single problem in a small piece of software can take large swaths of the internet and global economy offline.

The brittleness of modern society isn’t confined to tech. We can see it in many parts of our infrastructure, from food to electricity, from finance to transportation. This is often a result of globalization and consolidation, but not always. In information technology, brittleness also results from the fact that hundreds of companies, none of which you;ve heard of, each perform a small but essential role in keeping the internet running. CrowdStrike is one of those companies.

This brittleness is a result of market incentives. In enterprise computing—as opposed to personal computing—a company that provides computing infrastructure to enterprise networks is incentivized to be as integral as possible, to have as deep access into their customers’ networks as possible, and to run as leanly as possible.

Redundancies are unprofitable. Being slow and careful is unprofitable. Being less embedded in and less essential and having less access to the customers’ networks and machines is unprofitable—at least in the short term, by which these companies are measured. This is true for companies like CrowdStrike. It’s also true for CrowdStrike’s customers, who also didn’t have resilience, redundancy, or backup systems in place for failures such as this because they are also an expense that affects short-term profitability.

But brittleness is profitable only when everything is working. When a brittle system fails, it fails badly. The cost of failure to a company like CrowdStrike is a fraction of the cost to the global economy. And there will be a next CrowdStrike, and one after that. The market rewards short-term profit-maximizing systems, and doesn’t sufficiently penalize such companies for the impact their mistakes can have. (Stock prices depress only temporarily. Regulatory penalties are minor. Class-action lawsuits settle. Insurance blunts financial losses.) It’s not even clear that the information technology industry could exist in its current form if it had to take into account all the risks such brittleness causes.

The asymmetry of costs is largely due to our complex interdependency on so many systems and technologies, any one of which can cause major failures. Each piece of software depends on dozens of others, typically written by other engineering teams sometimes years earlier on the other side of the planet. Some software systems have not been properly designed to contain the damage caused by a bug or a hack of some key software dependency.

These failures can take many forms. The CrowdStrike failure was the result of a buggy software update. The bug didn’t get caught in testing and was rolled out to CrowdStrike’s customers worldwide. Sometimes, failures are deliberate results of a cyberattack. Other failures are just random, the result of some unforeseen dependency between different pieces of critical software systems.

Imagine a house where the drywall, flooring, fireplace, and light fixtures are all made by companies that need continuous access and whose failures would cause the house to collapse. You’d never set foot in such a structure, yet that’s how software systems are built. It’s not that 100 percent of the system relies on each company all the time, but 100 percent of the system can fail if any one of them fails. But doing better is expensive and doesn’t immediately contribute to a company’s bottom line.

Economist Ronald Coase famously described the nature of the firm­—any business­—as a collection of contracts. Each contract has a cost. Performing the same function in-house also has a cost. When the costs of maintaining the contract are lower than the cost of doing the thing in-house, then it makes sense to outsource: to another firm down the street or, in an era of cheap communication and coordination, to another firm on the other side of the planet. The problem is that both the financial and risk costs of outsourcing can be hidden—delayed in time and masked by complexity—and can lead to a false sense of security when companies are actually entangled by these invisible dependencies. The ability to outsource software services became easy a little over a decade ago, due to ubiquitous global network connectivity, cloud and software-as-a-service business models, and an increase in industry- and government-led certifications and box-checking exercises.

This market force has led to the current global interdependence of systems, far and wide beyond their industry and original scope. It’s why flying planes depends on software that has nothing to do with the avionics. It’s why, in our connected internet-of-things world, we can imagine a similar bad software update resulting in our cars not starting one morning or our refrigerators failing.

This is not something we can dismantle overnight. We have built a society based on complex technology that we’re utterly dependent on, with no reliable way to manage that technology. Compare the internet with ecological systems. Both are complex, but ecological systems have deep complexity rather than just surface complexity. In ecological systems, there are fewer single points of failure: If any one thing fails in a healthy natural ecosystem, there are other things that will take over. That gives them a resilience that our tech systems lack.

We need deep complexity in our technological systems, and that will require changes in the market. Right now, the market incentives in tech are to focus on how things succeed: A company like CrowdStrike provides a key service that checks off required functionality on a compliance checklist, which makes it all about the features that they will deliver when everything is working. That;s exactly backward. We want our technological infrastructure to mimic nature in the way things fail. That will give us deep complexity rather than just surface complexity, and resilience rather than brittleness.

How do we accomplish this? There are examples in the technology world, but they are piecemeal. Netflix is famous for its Chaos Monkey tool, which intentionally causes failures to force the systems (and, really, the engineers) to be more resilient. The incentives don’t line up in the short term: It makes it harder for Netflix engineers to do their jobs and more expensive for them to run their systems. Over years, this kind of testing generates more stable systems. But it requires corporate leadership with foresight and a willingness to spend in the short term for possible long-term benefits.

Last week’s update wouldn’t have been a major failure if CrowdStrike had rolled out this change incrementally: first 1 percent of their users, then 10 percent, then everyone. But that’s much more expensive, because it requires a commitment of engineer time for monitoring, debugging, and iterating. And can take months to do correctly for complex and mission-critical software. An executive today will look at the market incentives and correctly conclude that it’s better for them to take the chance than to “waste” the time and money.

The usual tools of regulation and certification may be inadequate, because failure of complex systems is inherently also complex. We can’t describe the unknown unknowns involved in advance. Rather, what we need to codify are the processes by which failure testing must take place.

We know, for example, how to test whether cars fail well. The National Highway Traffic Safety Administration crashes cars to learn what happens to the people inside. But cars are relatively simple, and keeping people safe is straightforward. Software is different. It is diverse, is constantly changing, and has to continually adapt to novel circumstances. We can’t expect that a regulation that mandates a specific list of software crash tests would suffice. Again, security and resilience are achieved through the process by which we fail and fix, not through any specific checklist. Regulation has to codify that process.

Today’s internet systems are too complex to hope that if we are smart and build each piece correctly the sum total will work right. We have to deliberately break things and keep breaking them. This repeated process of breaking and fixing will make these systems reliable. And then a willingness to embrace inefficiencies will make these systems resilient. But the economic incentives point companies in the other direction, to build their systems as brittle as they can possibly get away with.

This essay was written with Barath Raghavan, and previously appeared on Lawfare.com.

Data Wallets Using the Solid Protocol

I am the Chief of Security Architecture at Inrupt, Inc., the company that is commercializing Tim Berners-Lee’s Solid open W3C standard for distributed data ownership. This week, we announced a digital wallet based on the Solid architecture.

Details are here, but basically a digital wallet is a repository for personal data and documents. Right now, there are hundreds of different wallets, but no standard. We think designing a wallet around Solid makes sense for lots of reasons. A wallet is more than a data store—data in wallets is for using and sharing. That requires interoperability, which is what you get from an open standard. It also requires fine-grained permissions and robust security, and that’s what the Solid protocols provide.

I think of Solid as a set of protocols for decoupling applications, data, and security. That’s the sort of thing that will make digital wallets work.

Let's Consign CAP to the Cabinet of Curiosities

Let’s Consign CAP to the Cabinet of Curiosities

CAP? Again? Still?

Brewer’s CAP theorem, and Gilbert and Lynch’s formalization of it, is the first introduction to hard trade-offs for many distributed systems engineers. Going by the vast amounts of ink and bile spent on the topic, it is not unreasonable for new folks to conclude that it’s an important, foundational, idea.

The reality is that CAP is nearly irrelevant for almost all engineers building cloud-style distributed systems, and applications on the cloud. It’s much closer to relevant for developers of intermittently connected mobile and IoT applications, and space where the trade-off is typically seen as common sense already.

We’ll start with this excellent diagram from Bernstein and Das’s Rethinking Eventual Consistency:

CAP interests itself in the first two boxes. If there’s no partition (everybody can speak to everybody), we’re OK. Where CAP goes off the rails is the second box: if a quorum of replicas is available to the client, they can still get both strong consistency, and uncompromised availability.

What do we mean when we say Available?

Consider the quorum system below. We have seven clients. Six are on the majority (quorum1) side, and are smiling because they can enjoy both availability and strong consistency (provided the system doesn’t allow the seventh client to write). The frowning client is out in the cold. They can get stale reads, but can’t write, so they’re frowning.

The formalized CAP theorem would call this system unavailable, based on their definition of availability:

every request received by a non-failing node in the system must result in a response.

Most engineers, operators, and six of seven clients, would call this system available. This difference in definitions for a common everyday term causes no end of confusion. Including among those who (incorrectly) claim that this system can’t offer consistency and availability to the six happy clients. It can.

Can we make the seventh client happy?

As system operators, we still don’t love this situation, and would like all seven of our clients to be happy. This is where we head down to the third box in Bernstein and Das’s diagram, which gives us two choices.

  • We can accept writes on both sides, provided those writes can be merged later in a sensible way, and offer eventually-consistent reads on both sides.
  • We can find another way to make the seventh client happy.

The majority of the websites and systems you interact with day-to-day take the second path.

Here’s how that works:

Seven happy clients talk to our service via a load balancer. DNS, multi-cast, or some other mechanism directs them towards a healthy load balancer on the healthy side of the partition. The load balancer directs traffic to the healthy replicas, from that healthy side. None of the clients need to be aware that a network partition exists (except a small number who may see their connection to the bad side drop, and be replaced by a connection to the good side).

If the partition extended to the whole big internet that clients are on, this wouldn’t work. But they typically don’t.

Extending to Architectures On the Cloud

Architectures in the cloud, or in any group of datacenters, do need to deal with network partitions an infrastructure failures. They do that using the same mechanism.

Applications are deployed in multiple datacenters. A combination of load balancer and some routing mechanism (like DNS) directs customers to healthy copies of the application that can get to a quorum of replicas. Clients are none the wiser, and all have a smile on their faces.

The CAP Theorem is Irrelevant

The point of these simple, and perhaps simplistic, examples is that CAP trade-offs aren’t a big deal for cloud systems (and cloud-like systems across multiple datacenters). In practice, the redundant nature of connectivity and ability to use routing mechanisms to send clients to the healthy side of partitions means that the vast majority of cloud systems can offer both strong consistency and high availability to their clients, even in the presence of the most common types of network partitions (and other failures).

This doesn’t mean the CAP theorem is wrong, just that it’s not particularly practically interesting.

It also doesn’t mean that there aren’t interesting trade-offs to be considered. Interesting ones include trade-offs between on-disk durability and write latency, between read latency and write latency, between consistency and latency, between latency and throughput, between consistency and throughput2, between isolation and throughput, and many others. Almost all of these trade-offs are more practically important to the cloud system engineer than CAP.

When is CAP Relevant?

CAP tends to be most relevant to the folks who seem to talk about it least: engineers designing and building systems in intermittently connected environments. IoT. Environmental monitoring. Mobile applications. These tend to be cases where one device, or a small group of them, can be partitioned off from the internet mother ship due to awkward physical situations. Like somebody standing the way of the laser. Or power failures. Or getting in an elevator.

In these settings, applications simply must visit the bottom right corner of Bernstein and Das’s diagram. They must figure out whether to accept writes, and how to merge them, or they must be unavailable for updates. It’s also worth noting that these applications tend not to contain full replicas of the data set, and so read availability may also be affected by loss of connectivity.

I suspect that these folks don’t think about CAP for the same reason you don’t think about air: it’s just part of their world.

What About Correctness?

My point here isn’t that you can ignore partitions. Network partitions (and other kinds of failures) absolutely do happen. Systems need to be designed, and continuously tested, to ensure that their behavior during and after network partitions maintains their contract with clients. That contract will likely include isolation, consistency, atomicity, and durability promises. Once again, the trade-off space here is deep, and CAP’s particular definition of correctness (linearizability3) is both too narrow to be generally useful, and likely not the criterion that is going to drive the majority of design decisions. Similarly, network partitions are only one part of a good model of failures. For example, they don’t capture re-ordering or multi-delivery of messages, both of which are important to consider in both protocols and implementations.

CAP is both an insufficient mental model for correctness in stateful distributed systems, and not a particularly good basis for a sufficient model.

A challenge

The point of this post isn’t merely to be the ten billionth blog post on the CAP theorem. It’s to issue a challenge. A request. Please, if you’re an experienced distributed systems person who’s teaching some new folks about trade-offs in your space, don’t start with CAP. Maybe start by talking about durability versus latency (how many copies? where?). Or one of the hundred impossibility results from this Nancy Lynch paper. If you absolutely want to talk about a trade-off space with a cool acronym, maybe start with CALM, RUM, or even PACELC.

Let’s consign CAP to the cabinet of curiosities.

Footnotes

  1. In this post, I’m going to use majority and quorum interchangeably, despite the fact that some systems have quorums that are not majorities. The predominant case is that quorum is a simple majority.

  2. The Anna Key-Value store from Chenggang Wu and team at Berkeley is one great example of an exploration of a trade-off space.

  3. I have no beef with linearizability. In fact, if you haven’t read Herlihy and Wing you should do that. The point isn’t that linearizability isn’t useful, it’s that it’s only a local property of single objects (see Section 3.1 of the paper).

Realtor.com Reports Active Inventory Up 36.9% YoY

What this means: On a weekly basis, Realtor.com reports the year-over-year change in active inventory and new listings. On a monthly basis, they report total inventory. For June, Realtor.com reported inventory was up 36.7% YoY, but still down 32.4% compared to April 2017 to 2019 levels. 

 Now - on a weekly basis - inventory is up 36.9% YoY.

Realtor.com has monthly and weekly data on the existing home market. Here is their weekly report: Weekly Housing Trends View—Data for Week Ending July 20, 2024
Active inventory increased, with for-sale homes 36.9% above year-ago levels.

For the 37th week in a row, the number of for-sale homes grew compared with one year ago. This past week, the inventory of homes for sale grew by 36.9% compared with last year, slightly higher than the rate observed in the previous week. Despite nearly 8 months of building inventory, buyers still see more than 30% fewer homes for sale compared with pre-pandemic.

New listings–a measure of sellers putting homes up for sale–were up this week by 6.4% from one year ago.

This week marks 15 out of the past 16 weeks with new listings growth, similar to the 6.3% annual rate seen in June but roughly half of what it was two months ago. Broadly speaking, the number of new homes for sale remains historically low and is still below the 2017-2022 levels, even with recent improvements.
Realtor YoY Active ListingsHere is a graph of the year-over-year change in inventory according to realtor.com

Inventory was up year-over-year for the 37th consecutive week.  

However, inventory is still historically low.

New listings remain below typical pre-pandemic levels.

Links 7/25/24

Links for you. Science:

New antibiotic nearly eliminates the chance of superbugs evolving (still remains to be seen if it clears trials etc.)
Hospitals, labs, and health departments try to cope with blood culture bottle shortage
Baby bull sharks are thriving in Texas and Alabama bays as the Gulf of Mexico warms
Chinese nuclear reactor is completely meltdown-proof
A World Built for House Sparrows
Whale lands on boat off New Hampshire coast, throwing people into ocean

Other:

The moral bankruptcy of Marc Andreessen and Ben Horowitz. Two of Silicon Valley’s famous venture capitalists make the case for backing Trump: that their ability to make money is the only value that matters.
Now that Joe Biden Stepped Down for the Good of the Country, Joe Kahn Must Join Him
This Machine Exposes Privacy Violations. A former Google engineer has built a search engine, webXray, that aims to find illicit online data collection and tracking—with the goal of becoming “the Henry Ford of tech lawsuits.”
School Vouchers Were Supposed to Save Taxpayer Money. Instead They Blew a Massive Hole in Arizona’s Budget.
Can Harris Reassemble Obama’s Coalition?
Seven Lessons from Joe Biden’s Candidacy. The Democratic party is healthy. The Republican party is not.
Trump suggested people with disabilities ‘should just die,’ nephew reveals in memoir
Temporary homeless shelter to open in Reston next week
The Global Semiconductor Talent Crunch: How Protectionism Backfired
Since Leaving Butler, Trump Has Foregone the Best Medical Care and Is Withholding CT Scan Results
A California Medical Group Treats Only Homeless Patients — And Makes Money Doing It
Why Some Americans Really Do Want an Authoritarian in Charge
Biden Should Propose a National Prescription Drug Program
New AFL-CIO Guide Shows How Trump Agenda Would Be ‘Catastrophic’ for Workers
The Trump Administration’s Plan to Seize Control of Spending
Just Say No To Shapiro
Mark Kelly, A Potential Democratic VP Candidate, Endorses The PRO Act. The Arizona senator told HuffPost he would vote for the pro-labor legislation, voicing his commitment to unions as he’s considered for the Democratic ticket. (would prefer someone who didn’t change his mind, especially regarding “independent contractors”)
A Grand Old Party for Workers? How corporate conservatism trumps MAGA gestures on behalf of the working class
Get to Know the Oversight Project, the Heritage Foundation’s Legal Ratf*cking Operation. They seem to be plowing a whole lot of money into questionable investigations.
Returns of the ‘Amazombies’: Unwanted packages are a retail nightmare. Amazon returns are cheap and easy for everyone except the workers at Kohl’s, Staples and other retail outlets that have to deal with them.
GOP calls Harris ‘weird.’ These 19 moments prove Trump’s the weird one
Needles in Project 2025’s Haystack
The imaginary Trump ‘unity’ pivot was just another demand for fealty (gift link)
Minimum wage is a paltry $7.25—and Congress hasn’t raised it in 15 years
Rich Dude John Morgan Had a Little Melty Over Kamala Harris
FCC slashes cost of phone calls for inmates, capping decades-long effort

Yes, we still have to work

Art by Vera Bock

“I may live badly, but at least I don’t have to work to do it!” — Slacker

In my roundup this week, I flagged some disappointing results for a basic income experiment. When people got $1000 a month, 2% of them stopped working. That’s a significant amount, considering that $1000 a month is not enough to really support anyone by itself. It suggests that a much larger UBI would cause a much larger percentage of people to stop working. That would increase the costs of the program, and probably doom it politically — the idea of having the government pay a large portion of the citizenry not to work is likely to be very unpopular.

When I posted the result on Twitter X, however, I got some interesting reactions. A number of people told me — often in angry, indignant terms — that paying people to take leisure is the whole point of basic income, and is a good and desirable thing. Here are just a few examples:

From an economic standpoint, this argument is unpersuasive. Yes, taking more leisure time is valuable — even if you drop out of the labor force entirely, you’re still presumably doing something you like with all those spare hours. But the benefit of that leisure has to be weighed against the cost of the lost production when the people stop working, plus the monetary cost of providing the UBI in the first place, and the deadweight loss of whatever taxes you had to use to transfer the money. A welfare program that causes a significant number of people to stop working entirely is unlikely to pass any reasonable cost-benefit analysis.

But what’s interesting here is the deep antipathy to the idea of work that seems to have taken root among some on the political left. Not everyone on the left, of course — back in the late 2010s there were fierce battles between supporters of UBI and supporters of a federal job guarantee. But I notice a bunch of leftist types these days basically saying that work — or at least, most work — is useless and pointless and should be abolished.

A prime example was the late David Graeber, whose 2018 book Bullshit Jobs was something of a sensation. Although Graeber doesn’t support his argument very well — his list of “bullshit” jobs includes such obviously useful things as pizza delivery, dog washing, and corporate law1 — the notion that a large percentage of jobs could be eliminated without reducing real economic value appealed to a lot of people. For less erudite and scholarly examples of leftist types who decry the idea of work, check out r/antiwork.

I admit that I’m not a scholar of the history of leftist thought, but this feels like a vibe shift compared to the socialists of a century ago. Obviously socialists in the early 20th century wanted workers’ lives to be less back-breaking and toilsome, but “worker” was also an identity that socialists deeply valued and viewed as their core support group. The Labor Theory of Value held that things were only valuable to the degree that it took work to create them (that theory is wrong, but it demonstrates what 20th century socialists cared about). Lenin vilified the bourgeoisie as being “those who shirk their work”, and the Soviet constitution declared that “He who does not work, neither shall he eat.”

For much of the 20th century, the great political struggle of the left was to reward workers more for their labor — to raise wages and benefits, to give workers more control over companies, and to raise the status and political power of workers as a group. The people who designed the American welfare state took great pains to avoid the right’s accusation that they were paying people not to work; as a result, U.S. government programs are full of work incentives.

What has changed? The standard answer to that question will be something along the lines of “kids these days are just lazy”, but that’s completely unsatisfying to me — even if it’s true, which I doubt, it doesn’t really answer the question. Laziness does not appear out of the void; there must be some cause.

In fact, the simplest answer is that nothing has really changed. The people who thump their copies of Bullshit Jobs and post on r/antiwork and troll anyone who questions UBI are probably a small minority of Americans (and many of them are not Americans at all). After all, the share of Americans who say they’re satisfied with their jobs has been rising pretty steadily since 2010:

The argument that Americans are trapped in jobs they hate and from which they need to be liberated by basic income is looking weaker by the year.

As for the fraction of Americans who do think work is bullshit, it’s probably not too hard to come up with plausible explanations for them either. Working-class people are undoubtedly annoyed by low wages, despite the fact that real wages have been rising at the bottom of the distribution for a decade now. Working for $16 an hour is better than working for $12.502, but it’s still not amazing, and low-paid workers still tend to get treated poorly in many workplaces. I’m sure that fuels plenty of online complaints. Most of those workers would probably rather just get paid more and get treated better, but I’m some would accept a UBI-supported life of leisure as an alternative.

Among educated Americans, however, I suspect there’s another factor at work: elite overproduction. In the 1990s and 2000s, smart young Americans were told that a college education was the ticket to a career that wasn’t just high-paying, but also deep, fulfilling, and meaningful. And even if that was true for the median college graduate, there were plenty for whom things didn’t turn out that way. The college wage premium has shrunk over time. Many humanities and social science majors turned out to be less useful for employment after the busts in the law and journalism professions. And academia is basically full.

If you went into $30,000 of debt for a state university, and now you’re facing the prospect of living out your life as an insurance assessor or a human resources compliance officer, perhaps you think a shabby life of leisure — paid for by all your classmates who struck it rich — doesn’t sound too bad.

Social media might be bad for work ethic

But on top of all that, it’s also possible that Americans have gotten lazier — or in less condescending econ terminology, there may have been a shift in the preference for leisure.

One of the most interesting economic facts of the last few decades is that Americans have gotten steadily richer since the 1980s, but haven’t really reduced the amount they work since then:

Many people — including John Maynard Keynes — think that as people get richer, they should work less. But in fact, as real wages go up, the incentive to work more hours actually increases, because each additional hour of work lets you buy more stuff. So it’s not clear whether people should work less or work more as they get richer.

Until the 1980s, Americans chose to work less as they got richer. But since then, increased income has had basically no effect on how much Americans work. There are several possible reasons for this. One possibility is that work itself has become more meaningful, fulfilling, and fun. Another is that the invention of new stuff to consume — better TVs, cars, video games, vacations, elective health procedures, etc. — has kept people working hard in order to afford it all.

But if it’s the latter, then the invention of new free forms of consumption — Instagram, TikTok, Twitter, and so on — could reduce the incentive to work. If the way I have fun is by buying a boat and sailing it up and down the coast while drinking Clase Azul and watching TV on a big screen, then sure, I might work 50-hour weeks in order to afford all that. But if the way I have fun is by going on X and arguing with Elon Musk, and watching TikToks of college kids complaining about cultural appropriation, then why am I busting my butt at work?

Of course, that’s theoretical. The cold, hard data says that Americans are working just as much as ever before…or does it?

Data on labor hours comes from two places: A) asking businesses how long their employees worked, and B) asking people how many hours they worked. But neither of those is likely to capture actual time-on-task very well. If people browse social media on their smartphone in their cubicle, that’s going to be counted as “work” in the government numbers, even though in reality that’s leisure.3 Before the internet, smartphones, and social media, goofing off at work was probably both more boring and harder to get away with; now, people bring their whole social lives to the office in their pockets.

All day long, whenever I check Twitter, there are a ton of people talking who list high-paying jobs in their bio. And yet there they are, gabbing away on the internet instead of doing those jobs!

If lots of people are taking stealth leisure via social media use during “work” hours, then this might be satisfying the increased demand for leisure time due to a shift in consumption preferences toward social media. This might increase job satisfaction — because work now involves a lot more goofing off — while also making many jobs feel like “bullshit”. Because if you’re actually getting paid to do a couple hours of work and six hours of arguing on the internet every day, why are you even clocking in to the office or logging onto the company Slack?

The robot fantasy

I did notice one other very common argument among the people who had no problem with UBI discouraging work. A whole bunch of people said that since jobs are going to be automated away anyway, people are going to have more leisure time whether they want it or not. And so, they argue, at least UBI will regular folks well-fed during their new leisurely obsolescence:

I can’t tell you with certainty that this won’t happen, but I can tell you with certainty that it hasn’t happened. Among those who are too young to retire and mostly too old to still be in school, the percentage of people with jobs is as high as it has ever been:

There’s just no sign of mass technological unemployment, either in the U.S. or anywhere else.

Now it could be that this is about to change. Sometimes the economy really does encounter a sudden break point where all the old certainties get tossed out and a new reality takes hold. The Industrial Revolution is a good example of this. Maybe the invention of Artificial General Intelligence is right around the corner, and will replace the bulk of the work that normal humans can possibly do, leaving a world in which only the most brilliant AI engineers, savviest and boldest entrepreneurs, and most well-heeled financiers can make a living.

I encounter a surprisingly large number of people in the San Francisco tech industry who believe that this is going to happen. They might be right — Daron Acemoglu agrees with them — but I suspect they’re overgeneralizing from their own experience. Everyone likes to marvel at how billion-dollar software companies have been created with just a handful of employees. If you see that kind of thing all day, you very well might start to think that labor is obsolete! But if you look at the overall economy, you’ll see that the fraction of output that gets paid to labor has fallen by only a couple of percentage points since the dawn of the information age:

(And part of this fall is just the increase in land rents from our national failure to build housing.)

Science fiction futures are fun to imagine, but as things stand right now, pretty much every American company still needs lots of labor from lots of human workers. If all the janitors, food service workers, farmers, construction workers, checkout clerks, receptionists, security guards, cooks, warehouse workers, food delivery people, and other working-class people in the economy vanished tomorrow, advanced technological society would simply collapse, and those software engineers and entrepreneurs and venture capitalists who didn’t starve to death would find themselves scratching out a meager living from unforgiving soil in short order. Economics bloggers would not be spared.4

A less colorful way of saying this is that labor and capital might have become a tiny bit more substitutable over the last few decades, but they’re still mostly complements.

Personally I like the idea of unconditional cash benefits. They have much to recommend them over other forms of welfare — they’re easy to administer, simple to navigate, relatively free of perverse incentives, and have the potential to be broadly popular. I supported the expanded Child Tax Credit, which is the closest thing we’ll get to a federal basic income in the near future.

But at the same time, I think the intellectual culture around UBI has become a bit weird and dysfunctional. It seems like a strange alliance between rich nerds who think that anyone with an IQ of less than 130 is either economically useless or soon will be, and downwardly-mobile overeducated elites who feel like normie middle-class jobs are beneath them.

Neither of those attitudes makes much sense to me; neither the dream of a world free of workers nor the dream of a world free of work is particularly useful right now. Human labor is still incredibly valuable, and figuring out how to make human workers more capable is still how most value is created. And for that reason, we should focus policy on rewarding human labor more, and be wary of economic philosophies that claim that most human beings would be better off as glorified pets.

Update: I should have mentioned this in the post, but unpaid work like child care and housework is no less valuable than the paid kind — and society seriously undervalues it. But in the recent big UBI experiment, detailed surveys of the cash recipients found that they didn’t spend more time on these unpaid tasks — or on things like community engagement, caring for others, or self-improvement — after getting UBI. I should have been more explicit about that!


Subscribe now

Share

1

But what about “econ blogger”, you ask? Surely that is a bullshit, useless job? Ahh, but if not for us econ bloggers, someone somewhere might make actual policy based on something David Graeber wrote. And just think how much economic value that would destroy!

2

Assuming both numbers are adjusted for inflation, which in this case they are.

3

Note that this might help explain the productivity slowdown! If people today spend an hour more out of every workday goofing off on social media rather than doing work, compared to 2005, this increased “stealth leisure” could mask increasing productivity from new information technologies. So far I haven’t seen anyone investigate this possibility.

4

In fact, this is a joke from the Hitchhiker’s Guide to the Galaxy series.

Alex Cora's Contract Extended Through 2027

The Red Sox and manager Alex Cora have agreed on a three-year contract extension ($21.75M), which will last through the 2027 season.

If Cora is still around at that time, he will have managed the Red Sox for nine seasons, the second-most in franchise history, behind only Joe Cronin (13 seasons, 1935-47) and just ahead of Terry Francona (8 seasons, 2004-11).

Jarren Duran  who leads MLB with 12 triples, tops the AL with 30 doubles, and is 14th in the AL in OPS+  liked the news.
He's pulled me aside a couple times and we've talked about stuff. He's willing to learn. He's played this game for a long time and he's been a manager for a good amount of time, and he's willing to adjust, especially being patient with us young guys running around with our heads cut off sometimes. He reels us in and keeps us calm. He's one of the best managers out there, I think.
The Red Sox are currently 54-47, third in the AL East, and in the thick of the Wild Card race.

Craig Calcaterra (Cup of Coffee) relates an embarrassing moment for Boston catcher Reese McGuire during last night's 20-7 loss to the Rockies:
Despite the fact that this game was in no way close, Rockies pitcher Cal Quantrill was all jacked up after retiring Sox catcher Reese McGuire on a fly out to end the fourth inning. Quantrill, who has always been a bit more demonstrative than your average pitcher, pumped his fist when he recorded the out. McGuire said something to him and then Quantrill shouted "you jacked off in a fucking parking lot, you dumb fuck" at him, which led to the benches clearing.

Which is not a lie[*]! Back in February 2020, McGuire was indeed charged with a misdemeanor count of indecent exposure after he was found masturbating in his car in a shopping center parking lot in Dunedin, Florida, near the Blue Jays spring training complex. He pleaded no contest to a charge of disorderly conduct and was fined $500.
*: It's also not a misquote. That's obvious from the video.

The best course of action for McGuire, Calcaterra muses, would be to "keep [his] head down and play out the rest of [his] career as inconspicuously as [he] can". He also noted:
And this is fun: since June 15, the Mets have the best record in baseball. Since June 15 the Yankees have the second-worst, ahead of only the Chicago White Sox. Yikes.
He's right. That is fun. (I may have to gather some back pages from the last five or six weeks . . .)

Laura Dern was forced to drop out of UCLA’s film school to star in Blue Velvet and the head of dept. called her “insane” for doing so. Now, the film is a requirement at the school. Dern: “Pisses me off.”

💬 Join the discussion on kottke.org

Thursday assorted links

1. Malaysia to build a large AI and data centre next to Singapore (FT).

2. The Indicator from Planet Money NPR on whether AI might possibly be underrated, I am one of the guests.  And beta website for The Rational Optimist Society.

3. Shruti on why observers of American politics now need to learn about caste.

4. Hoshimov podcast with Steven Durlauf.

5. RCT for surgical masks and Covid.

6. The economics of which countries do well in the Olympics, my old Grantland piece with Angus.

7. Predictors of not having sex, the subjects are British and Australian.

8. Komodo dragons have iron-coated teeth.

The post Thursday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

Watch Months-of-Supply!

Today, in the Calculated Risk Real Estate Newsletter: Watch Months-of-Supply!

A brief excerpt:
Both inventory and sales are well below normal levels, and I think we need to keep an eye on months-of-supply to forecast price changes. Historically nominal prices declined when months-of-supply approached 6 months - and that is unlikely this year - but we could see months-of-supply back to 2019 levels in the next month or two.

As I mentioned in a recent interview with Lance Lambert at ResiClub:
"I expect this measure to continue to increase, and be over 4 months soon – and to be above 2019 levels in a few months. This doesn’t mean national price declines, but it suggests price growth will slow significantly later this year. We might see national price decline with months-of-supply above 5 (as opposed to 6) since most potential sellers have substantial equity and might be willing to sell for a little less."
Months-of-supply was at 4.1 months in June compared to 4.3 months in June 2019. Note that months-of-supply peaked at 4.3 months in May and June 2019 and then declined to 4.2 months in July 2019.

What would it take to get months-of-supply back to 2019 levels in July?
There is much more in the article.

Pentagon’s Office of Strategic Capital seeks input on new loan program for critical technologies

The office is particularly interested in responses from companies and lenders working in 31 component areas identified in the 2024 NDAA

The post Pentagon’s Office of Strategic Capital seeks input on new loan program for critical technologies appeared first on SpaceNews.

New report examines Space Force agency’s ambitious satellite network program

Space Development Agency’s (SDA’s) Tranche 1 Tracking Layer.
Space Development Agency’s (SDA’s) Tranche 1 Tracking Layer.

The Aerospace Corporation in a report highlights the promise and potential pitfalls of the Space Development Agency's innovative satellite acquisition approach

The post New report examines Space Force agency’s ambitious satellite network program appeared first on SpaceNews.

Sierra Space conducts second full-scale burst test of inflatable module

Sierra Space burst test
Sierra Space burst test

Sierra Space has completed a second full-scale burst test of an inflatable module that the company is developing for the Orbital Reef commercial space station and its own efforts.

The post Sierra Space conducts second full-scale burst test of inflatable module appeared first on SpaceNews.

Rocket engine startup Ursa Major adds 3D printing lab in Ohio

Ursa Major's expansion in Ohio builds upon its existing Advanced Manufacturing Lab, established in 2021

The post Rocket engine startup Ursa Major adds 3D printing lab in Ohio appeared first on SpaceNews.

New Frontier Aerospace tests rocket engine for point-to-point travel

New Frontier Aerospace Intercontinental Rocketliner
New Frontier Aerospace Intercontinental Rocketliner

A space transportation startup with visions of high-speed point-to-point travel has started tests of the engine that will power their vehicle.

The post New Frontier Aerospace tests rocket engine for point-to-point travel appeared first on SpaceNews.

As it happened: NASA, Boeing provide update on the Starliner Crew Flight Test mission

The Starliner spacecraft on NASA’s Boeing Crew Flight Test is pictured docked to the Harmony module’s forward port as the International Space Station orbited 263 miles above the Mediterranean Sea. Image: NASA.

NASA and Boeing leadership are set to provide an update on the ongoing Crew Flight Test of the Starliner spacecraft as the mission enters its 50th day since launch. NASA astronauts Butch Wilmore and Sunita Williams launched to the International Space Station atop a United Launch Alliance Atlas 5 rocket back on June 5 and docked the following day.

The update comes after NASA said it and Boeing completed ground hot fire testing of a reaction control system (RCS) to better understand some of the in-flight anomalies seen during the spacecraft’s rendezvous and docking with the International Space Station.

In a notice regarding the forthcoming briefing, NASA said, “Teams are analyzing the data from these tests, and leadership plans to discuss initial findings during the call.” Watch live:

Follow the latest updates with our live blog as you watch:

Comfort Food Classics: Unbeatable Recipes for Cozy Evenings

When the weather turns chilly or rainy, there’s nothing quite like curling up with a warm, hearty meal. Comfort food has a special place in our hearts, bringing a sense of nostalgia and satisfaction that few other dishes can match. This article will explore some classic comfort food recipes that are perfect for cozy evenings, starting savory options and making its way to filling dessert.

Savory Casseroles

Casseroles are a quintessential comfort food, offering a perfect blend of flavors and textures in one dish. They’re easy to prepare, making them ideal for busy weeknights or lazy weekends.

Twice Baked Potato Casserole

One of the most comforting casseroles you can make is a twice-baked potato casserole. This dish combines the creamy, cheesy goodness of twice-baked potatoes with the convenience of a casserole. Start by baking a batch of russet potatoes until they’re tender. Once cooled, scoop out the insides and mash them with butter, sour cream, shredded cheese, and a bit of milk to reach your desired consistency. Add cooked bacon bits and chopped green onions for extra flavor. Spread the mixture into a baking dish, top with more cheese, and bake until bubbly and golden brown. For a detailed recipe, check out a twice baked potato casserole recipe like this one. This casserole is sure to be a hit, delivering all the comforting flavors of a baked potato in a family-friendly format.

Macaroni and Cheese

Macaroni and cheese is a classic that never goes out of style. The creamy, cheesy sauce paired with tender pasta makes it a favorite for kids and adults alike. To make a basic mac and cheese, start by cooking elbow macaroni until al dente. In a separate pot, prepare the cheese sauce by melting butter and whisking in flour to form a roux. Gradually add milk, stirring constantly until the sauce thickens. Then, add shredded cheddar cheese, stirring until melted and smooth. Combine the cooked macaroni with the cheese sauce and transfer to a baking dish. Top with more cheese and breadcrumbs for a crunchy topping, and bake until bubbly and golden. For added flavor, consider mixing in cooked bacon or steamed broccoli.

Warm and Filling Pasta Dishes

Comfort food wouldn’t be complete without some hearty pasta dishes that are perfect for cozy evenings. These dishes are rich, satisfying, and easy to prepare.

Spaghetti and Meatballs

Spaghetti and meatballs is a classic comfort dish that is beloved by many. The key to this dish is making tender, flavorful meatballs and a rich marinara sauce. Start by mixing ground beef with breadcrumbs, an egg, grated Parmesan cheese, minced garlic, and chopped parsley. Form the mixture into meatballs and brown them in a large skillet. Once browned, remove the meatballs and sauté onions and garlic in the same skillet. Add canned crushed tomatoes, tomato paste, and season with salt, pepper, and Italian herbs like oregano and basil. Let the sauce simmer, then return the meatballs to the pan to finish cooking. Serve the meatballs and sauce over a bed of cooked spaghetti, and top with freshly grated Parmesan cheese. This dish is not only delicious but also brings a sense of nostalgia and warmth to any meal.

Lasagna

Lasagna is another pasta dish that is the epitome of comfort food. Layers of pasta, rich meat sauce, creamy ricotta, and melted mozzarella make this dish a family favorite. To start, prepare the meat sauce by browning ground beef with onions and garlic. Add crushed tomatoes, tomato paste, and season with salt, pepper, and Italian herbs. Simmer the sauce until it thickens. In a separate bowl, mix ricotta cheese with an egg, chopped parsley, and grated Parmesan cheese. Begin assembling the lasagna by spreading a layer of meat sauce in a baking dish, followed by a layer of lasagna noodles. Spread a layer of the ricotta mixture over the noodles, and then sprinkle with shredded mozzarella. Repeat the layers until you reach the top of the dish, finishing with a layer of meat sauce and a generous amount of mozzarella cheese. Bake the lasagna until bubbly and golden brown. This dish is perfect for making ahead and reheating, making it a convenient option for busy evenings.

One-Pot Meals

One-pot meals are the ultimate in convenience and comfort. These dishes are easy to prepare and clean up, making them perfect for busy evenings.

Chili

Chili is a hearty and satisfying one-pot meal that is perfect for cold evenings. To make a basic chili, start by browning ground beef in a large pot. Add chopped onions, bell peppers, and garlic, and sauté until softened. Stir in canned tomatoes, kidney beans, and a blend of spices like chili powder, cumin, and paprika. Let the chili simmer for at least an hour to allow the flavors to meld together. For a vegetarian version, substitute the meat with extra beans or lentils. Serve the chili with a side of cornbread or over a bed of rice for a complete meal.

Chicken and Dumplings

Chicken and dumplings is a classic comfort food that combines tender chicken, hearty vegetables, and fluffy dumplings in a rich broth. Start by sautéing onions, carrots, and celery in a large pot. Add chicken broth and bring to a simmer. Drop in pieces of boneless, skinless chicken thighs and cook until tender. In a separate bowl, mix flour, baking powder, salt, and milk to form a dough. Drop spoonfuls of the dough into the simmering broth, cover the pot, and cook until the dumplings are fluffy and cooked through. This dish is perfect for a comforting and satisfying meal.

Comforting Baked Dessert

Nothing says comfort like the smell of freshly baked goods wafting through the house. This baked treat is perfect for ending a cozy evening on a sweet note.

Apple Pie

Apple pie is a classic dessert that is perfect for cozy evenings. The combination of tender apples, warm spices, and a flaky crust is simply irresistible. To make a traditional apple pie, start by peeling and slicing a mix of tart and sweet apples. Toss the apples with sugar, cinnamon, nutmeg, and a bit of lemon juice. Roll out a pie crust and line a pie dish, then fill with the apple mixture. Dot the apples with butter, then cover with a second pie crust. Crimp the edges to seal and cut a few slits in the top to allow steam to escape. Bake until the crust is golden and the filling is bubbly. Serve warm with a scoop of vanilla ice cream for the ultimate comfort food experience.

Conclusion

Comfort food has the power to bring warmth and happiness to even the coldest evenings. From hearty soups and stews to savory casseroles and baked goods, these dishes are sure to become family favorites. Try these recipes to create your own cozy evenings at home, enjoying the simple pleasures of delicious, comforting meals.


CLICK HERE TO DONATE IN SUPPORT OF OUR NONPROFIT COVERAGE OF ARTS AND CULTURE

The post Comfort Food Classics: Unbeatable Recipes for Cozy Evenings appeared first on DCReport.org.

Knights and Knaves reimagined by Jacob Glazer and Ariel Rubinstein

 Knights and Knaves are a venerable class of logical puzzles in which knights always tell the truth and knaves always lie, and the task is to think of a way to interrogate a knight or knave to learn the truth about something.  Here's a paper by Glazer and Rubinstein that looks like it opens a new vista of such problems (but don't trust me, I could be a knave...)

Magical Implementation by Jacob Glazer and Ariel Rubinstein, July 21, 2024

"Abstract: A principal would like to decide which of two parties deserves a prize. Each party privately observes the state of nature that determines which of them deserves the prize. The principal presents each party with a text that truthfully describes the conditions for deserving the prize and asks each of them what the state of nature is. The parties can cheat but the principal knows their cheating procedure. The principal “magically implements” his goal if he can come up with a pair of texts satisfying that in any dispute, he will recognize the cheater by applying the “honest-cheater asymmetry principle”. According to this principle, the truth is with the party satisfying that if his statement is true, then the other party (using the given cheating procedure) could have cheated and made the statement he is making, but not the other way around. Examples are presented to illustrate the concept."

Before getting technical, the paper begins with this delightful example.

"Two invigilators, A and B, have witnessed a student receiving a whispered message from another student during an exam. The invigilators have not seen the questions on the exam but would be able to solve them. It is known that A does not like the student who received the message while B does. The exam includes multiple questions but only one refers to the variable α and reads as follows: “Solve the equation α + 1 = 4.” The student answers the question correctly. Invigilator A claims that the whispered message was: “α = 3.” This is a serious allegation and if correct, the student’s exam will be disqualified. Invigilator B claims that the whispered message was: “Solve the equation α+1 = 4 first.” If he is right, then the student’s answer genuinely reflects his knowledge of the material and there will not be any serious consequences. Who should be believed: A or B?

"Although there is no definitive proof one way or the other, we would choose to believe B. The reasoning would be that if the message was “Solve the equation α + 1 = 4 first”, then A (who dislikes the student) could solve the equation himself and claim that the message was “α = 3”. On the other hand, if the message was “α = 3” it is very unlikely that B (who likes the student and who, as mentioned, has not seen the exam questions) could guess that the equation to be solved is α+1 = 4 rather than any other equation with the same solution. Hence, there is an asymmetry between the two conflicting claims which makes it possible to reasonably conclude that B’s claim is the truthful one."


Weekly Initial Unemployment Claims Decrease to 235,000

The DOL reported:
In the week ending July 20, the advance figure for seasonally adjusted initial claims was 235,000, a decrease of 10,000 from the previous week's revised level. The previous week's level was revised up by 2,000 from 243,000 to 245,000. The 4-week moving average was 235,500, an increase of 250 from the previous week's revised average. The previous week's average was revised up by 500 from 234,750 to 235,250.
emphasis added
The following graph shows the 4-week moving average of weekly claims since 1971.

Click on graph for larger image.

The dashed line on the graph is the current 4-week average. The four-week average of weekly unemployment claims increased to 235,500.

The previous week was revised up.

Weekly claims were slightly lower than the consensus forecast.

BEA: Real GDP increased at 2.8% Annualized Rate in Q2

From the BEA: Gross Domestic Product, Second Quarter 2024 (Advance Estimate)
Real gross domestic product (GDP) increased at an annual rate of 2.8 percent in the second quarter of 2024, according to the "advance" estimate released by the U.S. Bureau of Economic Analysis. In the first quarter, real GDP increased 1.4 percent.

The increase in real GDP primarily reflected increases in consumer spending, private inventory investment, and nonresidential fixed investment. Imports, which are a subtraction in the calculation of GDP, increased (table 2). The increase in consumer spending reflected increases in both services and goods. Within services, the leading contributors were health care, housing and utilities, and recreation services. Within goods, the leading contributors were motor vehicles and parts, recreational goods and vehicles, furnishings and durable household equipment, and gasoline and other energy goods. The increase in private inventory investment primarily reflected increases in wholesale trade and retail trade industries that were partly offset by a decrease in mining, utilities, and construction industries. Within nonresidential fixed investment, increases in equipment and intellectual property products were partly offset by a decrease in structures. The increase in imports was led by capital goods, excluding automotive.

Compared to the first quarter, the acceleration in real GDP in the second quarter primarily reflected an upturn in private inventory investment and an acceleration in consumer spending. These movements were partly offset by a downturn in residential fixed investment.
emphasis added
PCE increased at a 2.3% annual rate, and residential investment decreased at a 1.4% rate. The advance Q2 GDP report, with 2.8% annualized increase, was above expectations.

I'll have more later ...

Overturn Euclid v. Ambler

An excellent post from Maxwell Tabarrok at Maximum Progress:

On 75 percent or more of the residential land in most major American cities it is illegal to build anything other than a detached single-family home. 95.8 percent of total residential land area in California is zoned as single-family-only, which is 30 percent of all land in the state. Restrictive zoning regulations such as these probably lower GDP per capita in the US by 836%. That’s potentially tens of thousands of dollars per person.

The legal authority behind all of these zoning rules derives from a 1926 Supreme Court decision in Village of Euclid v. Ambler Realty Co. Ambler realty held 68 acres of land in the town of Euclid, Ohio. The town, wanting to avoid influence, immigration, and industry from nearby Cleveland, passed a restrictive zoning ordinance which prevented Ambler realty from building anything but single family homes on much of their land, though they weren’t attempting to build anything at the time of the case.

Ambler realty and their lawyer (a prominent Georgist!) argued that since this zoning ordinance severely restricted the possible uses for their property and its value, forcing the ordinance upon them without compensation was unconstitutional.

The constitutionality claims in this case are about the 14th and 5th amendment. The 5th amendment to the United States Constitution states, among other things, that “private property [shall not] be taken for public use, without just compensation.” The part of the 14th amendment relevant to this case just applies the 5th to state and local governments.

The local judge in the case, who ruled in favor of Ambler (overturned by the Supreme Court), understood exactly what was going on:

The plain truth is that the true object of the ordinance in question is to place all the property in an undeveloped area of 16 square miles in a strait-jacket. The purpose to be accomplished is really to regulate the mode of living of persons who may hereafter inhabit it. In the last analysis, the result to be accomplished is to classify the population and segregate them according to their income or situation in life … Aside from contributing to these results and furthering such class tendencies, the ordinance has also an esthetic purpose; that is to say, to make this village develop into a city along lines now conceived by the village council to be attractive and beautiful.

Note that overturning Euclid v. Ambler would not make zoning in the interests of health and safety unconstitutional. Indeed, it wouldn’t make any zoning unconstitutional it would just mean that zoning above and beyond that required for health and safety would require compensation to property owners.

Read the whole thing and subscribe to Maximum Progress.

The post Overturn Euclid v. Ambler appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

My podcast with Peter Singer and Kasia de Lazari-Radek

Lots of fresh material and debate, they question me, lots of philosophy, here are the links.  And this is a new podcast from Peter and Kasia, Lives Well Lived, further interesting episodes are on the way.

TYLER COWEN QUOTE.jpg

The post My podcast with Peter Singer and Kasia de Lazari-Radek appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Everything’s fine, potatoes in line

Residential street with terraced houses and power plant cooling towers in the background, one of which has a mural depicting a sun and mountains.

Spud diplomacy – can a potato salad contest ease tensions over a controversial power station between Czech and Polish neighbours?

- by Aeon Video

Watch at Aeon

Revisiting the work of Donald Harris, father of Kamala

A combative Marxist economist with White House influence

Donald Trump wants a weaker dollar. What are his options?

All come with their own drawbacks

Baby talk

Newborn baby being held by a person wearing blue gloves, with another masked individual looking at the baby in a medical setting.

When babies are born, they cry in the accent of their mother tongue: how does language begin in the womb?

- by Darshana Narayanan

Read at Aeon

Why investors are unwise to bet on elections

Turning a profit from political news is a lot harder than it looks

Who uses ChatGPT?

By Anders Humlum and Emilie Vestergaard:

We study the adoption of ChatGPT, the icon of Generative AI, using a large-scale survey experiment linked to comprehensive register data in Denmark. Surveying 100,000 workers from 11 exposed occupations, we document that ChatGPT is widespread, but substantial inequalities have emerged. Women are 20 percentage points less likely to have used the tool. Furthermore, despite its potential to lift workers with less expertise, users of ChatGPT earned more already before its arrival. Workers see a substantial productivity potential in ChatGPT but are often hindered by employer restrictions and the need for training. Informing workers about expert assessments of ChatGPT shifts workers’ beliefs but has limited impacts on actual adoption.

Here is the link to the full paper.

The post Who uses ChatGPT? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

SpaceX completes Falcon 9 static fire test amid return to flight campaign

SpaceX conducted a static fire test of its Falcon 9 rocket as it looks to resume launches in the near future. The launch provider was grounded following a July 11 anomaly that occurred with its upper stage during the Starlink 9-3 mission. Image: Spaceflight Now

SpaceX took another important step on its road to resuming launches of its Falcon 9 rocket. At the stroke of midnight on Thursday, July 25, it conducted a static fire test of its workhorse launch vehicle.

The burn of the nine Merlin engines at the base of the Falcon 9 booster lasted about 10 seconds in total. The rocket, which was tested at Space Launch Complex 40 (SLC-40) at Cape Canaveral Space Force Station, will likely be the vehicle used for the return to flight mission.

That launch is expected to be the Starlink 10-4 mission, which would send another batch of Starlink satellites to low Earth orbit.

SpaceX’s Falcon 9 was grounded following a liquid oxygen leak on the rocket’s second stage during the Starlink 9-3 mission on July 11. The following Monday, SpaceX requested a public safety determination be made by the Federal Aviation Administration (FAA), arguing that the anomaly didn’t present a risk to public or private property.

As of Wednesday evening, the FAA said it was still evaluating the request and hadn’t made a determination.

“When a public safety determination request is received, the agency evaluates safety-critical systems, the nature and consequences of the anomaly, the adequacy of existing flight safety analysis, safety organization performance, and environmental factors,” the FAA said on July 16. “If the FAA agrees no public safety issues were involved, the operator may return to flight while the investigation remains open, provided all other license requirements are met.”

The resumption of Falcon 9 rockets is important not only for SpaceX and its Starlink internet constellation, but the company has an extensive customer manifest, which includes a pair of astronaut launches coming up as the summer comes to a close.

NASA is preparing to send three of its astronauts and a Russian cosmonaut up to the International Space Station as part of the six-month Crew-9 mission. Meanwhile, the Polaris Program, led by businessman Jared Isaacman, is waiting to launch a roughly five-day, free-flying Dragon mission called “Polaris Dawn.”

It’s unclear how long after the FAA grants SpaceX permission to resume launches that NASA and its partners will approve astronaut flights and other commercial payload launches.

Be there or be square!

Image

Here is the link.

The post Be there or be square! appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Thursday: GDP, Unemployment Claims, Durable Goods

Mortgage Rates Note: Mortgage rates are from MortgageNewsDaily.com and are for top tier scenarios.

Thursday:
• At 8:30 AM ET, The initial weekly unemployment claims report will be released.  The consensus is for 238 thousand initial claims, down from 243 thousand last week.

• Also at 8:30 AM, Gross Domestic Product, 2nd quarter (advance estimate), and annual update. The consensus is that real GDP increased 1.8% annualized in Q2, up from 1.4% in Q1.

• Also at 8:30 AM, Durable Goods Orders for June from the Census Bureau. The consensus is for a 0.5% increase in durable goods orders.

• At 11:00 AM, Kansas City Fed Survey of Manufacturing Activity for July.

Help Us With This

Today is the end of the first week of this year’s annual TPM Journalism Fund drive. We’re doing everything we can to get to be half way toward our goal by the end of the today. That means ending the day having raised $250,000. We’re currently at $228,612. I know this sounds like I’m going full PBS telethon. But the annual drive is a critical part of the mix that makes TPM possible. If you value what we do, if you rely on us, if you think it’s important that TPM exist, please consider contributing to the drive. It takes just a moment and you can do so by just clicking this link.

We all appreciate it.

CPHC Central North Pacific Outlook


Central North Pacific 2-Day Graphical Outlook Image
Central North Pacific 7-Day Graphical Outlook Image


ZCZC HFOTWOCP ALL
TTAA00 PHFO DDHHMM

Tropical Weather Outlook
NWS Central Pacific Hurricane Center Honolulu HI
800 PM HST Fri Jul 26 2024

For the central North Pacific...between 140W and 180W:

No tropical cyclones are expected through the next 7 days.

$$
Forecaster Shigesato
NNNN


NHC Atlantic Outlook


Atlantic 2-Day Graphical Outlook Image
Atlantic 7-Day Graphical Outlook Image


ZCZC MIATWOAT ALL
TTAA00 KNHC DDHHMM

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
200 AM EDT Sat Jul 27 2024

For the North Atlantic...Caribbean Sea and the Gulf of Mexico:

1. Near the Lesser and Greater Antilles:
An area of disturbed weather over the central tropical Atlantic
Ocean is expected to interact with an approaching tropical wave
during the next several days. Some development of this system is
possible while it approaches the Lesser Antilles during the early
to middle part of next week and moves generally west-northwestward
near the Greater Antilles towards the latter part of next week.
* Formation chance through 48 hours...low...near 0 percent.
* Formation chance through 7 days...low...20 percent.


Forecaster Reinhart

NHC Eastern North Pacific Outlook


Eastern North Pacific 2-Day Graphical Outlook Image
Eastern North Pacific 7-Day Graphical Outlook Image


ZCZC MIATWOEP ALL
TTAA00 KNHC DDHHMM

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
1100 PM PDT Fri Jul 26 2024

For the eastern North Pacific...east of 140 degrees west longitude:

1. South of Southern Mexico:
An area of low pressure is forecast to form by the middle of next
week a few hundred miles south of the coast of southern Mexico.
Environmental conditions appear conducive for gradual development of
this system, and a tropical depression could form during the middle
or latter part of next week. This system is forecast to move
west-northwestward at 10 to 15 mph, roughly parallel to the coast of
southwestern Mexico.
* Formation chance through 48 hours...low...near 0 percent.
* Formation chance through 7 days...medium...40 percent.

2. Western East Pacific:
Another area of low pressure could form by the middle of next week
well to the southwest of the southern tip of the Baja California
Peninsula. Some slow development of this system is possible during
the middle and latter parts of next week while it moves westward to
west-northwestward across the western portion of the basin.
* Formation chance through 48 hours...low...near 0 percent.
* Formation chance through 7 days...low...20 percent.


Forecaster Reinhart

Facing NGC 6946

From our vantage point in the From our vantage point in the