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OpenAI’s plan for an AGI world: AI for all and a 4-day workweek

The company’s policy paper calls for a new social contract that includes AI at the center of everything, which could lower costs and create cures for diseases, but also warned it may upend the public safety net.

OpenAI has published a policy paper titled “Industrial Policy for the Intelligence Age,” which lays out a list of proposals that would radically shift how our economy works. It also calls for mitigations to help protect against some of the dangerous systems that may come about with the advent of artificial general intelligence (AGI). Looking back to the transition to the Industrial Age caused by the disruptive technological breakthroughs in automation, OpenAI is calling for a new social contract, with AI sitting at the center of everything.

The first proposal paints a picture of an economy built around AI, where AI is a right of every citizen and the benefits of the technology have been distributed fairly. What does that look like in terms of policies? It sure looks pretty different from the economy we have in place today.

OpenAI thinks access to AI should be a right for all citizens, while at the same time acknowledging that it may very well take away many of their jobs. The proposal calls for workers to get a seat at the table to discuss how the economy transitions to this strange, new, AGI-optimized world.

The paper projects that people will rapidly see the benefits of AI in the form of lower costs for essential goods, cures for disease, and energy breakthroughs. That might mean a four-day workweek (with no pay cut), and a Public Wealth Fund that invests in AI companies, distributing gains back to every citizen. But the company also warns of the risk that “the economic gains concentrate within a small number of firms like OpenAI.”

OpenAI acknowledges that this radical shift could upend the public safety net, where workers fund benefit programs like Social Security, Medicare, and Medicaid. To make up for those lost contributions from displaced workers, OpenAI calls for a rebalancing of the tax base:

“Policymakers could rebalance the tax base by increasing reliance on capital-based revenues — such as higher taxes on capital gains at the top, corporate income, or targeted measures on sustained AI-driven returns — and by exploring new approaches such as taxes related to automated labor.”

The second proposal sounds the alarm for some of the massive risks that a super-powered AI could present to humanity. OpenAI and its competitors like Anthropic have dedicated serious effort to mitigate potential harms from their AI tools before release, but this paper urges consideration about what happens if a harmful model is released into the wild:

“As AI capabilities advance, societies may face scenarios where dangerous systems cannot be easily recalled — because model weights have been released, developers are unwilling or unable to limit access to dangerous capabilities, or the systems are autonomous and capable of replicating themselves.”

The proposal calls for international safety standards for large foundational models, but also suggests regulation should apply “only to a small number of companies and the most advanced models.” This could allow smaller startups to avoid regulation that would present “unnecessary barriers.”

Fresh from its chaotic negotiations with the Pentagon following Anthropic’s blacklisting, OpenAI says there should be “clear rules for how governments can and cannot use AI, with especially high standards for reliability, alignment, and safety,” and that AI models should create a paper trail of public records documenting how AI systems make decisions.

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Tom Jones

Prediction markets have, predictably, been given a boost by the summer of sports

Major platforms like Kalshi and Polymarket have seen huge upticks in users of late, thanks in no small part to what’s felt like a recent sporting smorgasbord, with major competitions across hockey, basketball, and soccer soaking up fans’ time (and spending, clearly) at the outset of summer.

While gaming industry groups may not like it, there’s been a huge change in the methods people are using to put money on the big games, with everyone from fortunate NYC bar owners, to a far less fortunate Spanish supporter, turning to prediction markets to try and turn their sports know-how into cold, hard cash.

According to a new report from Adam Blacker for apptopia, that shift might have been even more seismic than imagined in the wake of the NBA and NHL finals and around the 2026 World Cup kicking off.

While gaming industry groups may not like it, there’s been a huge change in the methods people are using to put money on the big games, with everyone from fortunate NYC bar owners, to a far less fortunate Spanish supporter, turning to prediction markets to try and turn their sports know-how into cold, hard cash.

According to a new report from Adam Blacker for apptopia, that shift might have been even more seismic than imagined in the wake of the NBA and NHL finals and around the 2026 World Cup kicking off.

South by Southwest Conference and Festivals

Gold Tesla Cybercabs are piling up, but they’re not picking up passengers yet

Low-volume production started in April. Now people are noticing them more and more in the wild.

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Jon Keegan

Anthropic pulls Fable and Mythos access worldwide after Trump administration bars their use by foreign nationals

Only days after releasing two versions of its next-gen AI model, Anthropic has disabled them for users worldwide.

Anthropic says it received a Friday night order from the Trump administration to suspend access to the models for any foreign national (anywhere in the world) — a group that included some Anthropic employees. In response, the company turned off access to everyone.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

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