Glencoe Today

October 12, 2026

1
OpenAI Floods Math World With 719 Solved Open Problems
A single internal AI model solved 90 of math's top 500 open problems, including a major Riemann hypothesis breakthrough and faster matrix multiplication, in roughly three hours of compute each. Mathematicians are split between awe and distress over losing careers' worth of unsolved puzzles. Zvi Mowshowitz
2
Tariffs Revived Via Forced-Labor Claims Face Court Fight
A new forced-labor justification has brought back Trump's global tariffs, though Democrats are mounting a legal challenge against the move. Regardless of the court outcome, trading partners worldwide are independently strengthening their own forced-labor regulations. WSJ Economy
3
Trump's AI Rebrand Sparks Rush for .si Domains
A push to rebrand "AI" terminology has triggered a surge in domain registrations in Slovenia, whose country code happens to fit the new naming trend. The national registry calls the demand spike unprecedented, as buyers scramble to snap up matching web addresses. BBC
4
China Races to Catch Up With SpaceX's Starlink Dominance
China successfully landed its own reusable rocket boosters this year, joining SpaceX and Blue Origin. But with Starlink's 10,000+ satellites controlling 70% of low Earth orbit, Beijing is also exploring jamming and regulatory tactics to blunt the constellation's military edge. China Talk
5
Humanoid Robots Are Borrowing Their Brains From Chatbots
Robot AI models driving companies like Figure and Unitree share core technology with chatbots like ChatGPT—using the same transformer and attention architecture. These "vision-language-action" models combine image recognition, language processing, and robot controls, suggesting robotics could see the same rapid gains seen in AI chatbots. Brian Potter

AI Insiders Secretly Rate Doomsday Risk a 10 Out of 10. At a private gathering of AI insiders, the mood shifted darker this year—even as the industry's public plan for safety amounts to little more than "hope it works out." Zvi Mowshowitz

A Lucky Accident Gave Old TVs Their Glow-in-the-Dark Memory. A stray bit of air, meant to ruin an experiment, accidentally created the "memory effect" that made plasma screens possible—and eventually obsolete. Brian Potter

Reddit Spotted AI's Emotional Risks Months Before Anyone Noticed. A subreddit quietly flagged a troubling shift in how people bonded with ChatGPT—months before "AI psychosis" and sycophancy became household words. Andy Hall

are ai companies slave companies? People are arguing on the internet about a conversation that was recently reported to have taken place between a rabbi and Anthropic co-founder Christopher Olah: substack.com

Some Data Centers Pay Almost Nothing in Local Taxes—Here's Why. These facilities can use more power than an entire city's homes combined, yet generate less tax revenue than a single apartment building. Here's how that happened. Aaron M. Renn

A researcher's mysterious death at a Siberian lab opens a window into Russia's secretive bioweapons program, where former arms control official Marshall Billingslea explains efforts to weaponize antibiotic-resistant plague. The conversation explores why biological weapons present uniquely difficult verification challenges, and examines China's parallel bioweapons ambitions.
Harvard economist Wenxin Du breaks down the real costs of moving money across borders, revealing that stablecoins aren't always the cheap, efficient option they're marketed as—especially for smaller transfers. Her research shows fintech apps and traditional banks often come out ahead, underscoring how competition, not just new technology, drives better deals for consumers.
Astronomers spotted a gamma-ray burst from 25 billion light-years away that doesn't fit the usual playbook, packing unexpected power and strange properties. Anton Petrov digs into competing explanations, from pair-instability supernovae to Crab Nebula comparisons, to figure out what kind of cosmic cataclysm could produce such a bizarre signal.
3.9%
Global Trade Growth Forecast Doubles to 3.9%
The WTO more than doubled its 2024 forecast for global goods trade growth, up from 1.9%, citing an AI investment boom. Next year's projection also rose, to 4.1% from 2.6%. WSJ Economy
AI Spending Must Match Food's Share of Income
To justify current investment levels, AI spending would need to claim roughly the same share of Americans' household budgets as food does today—a benchmark that underscores the scale of returns investors are counting on. WSJ Economy

That’s all for Monday, October 12.