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Sunday, October 25, 2026

6 stories worth reading from 26 on X in the past day

Trending on YouTube 2 ↓Other AI news 4 ↓Special · AI and math ↓

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  1. 6 days ago"I own this TV, and Claude said no": users turn to Codex and DeepSeek, as a 'Samsung TV spying' claim spreads"I wanted to fix the TV I bought, and Claude refused.@yacineMTB +7· ♥ 19K· The Observer
  2. 24 hours agoAnthony Morris, who built Claude Code on desktop, leaves Anthropic — a day after Thariq, amid 'SpaceX poaching' rumorsAnthony Morris (@amorriscode), who built the Claude Code desktop app, has left Anthropic — a day after Thariq…@amorriscode +5· ♥ 7.3K
  3. 24 hours agoAnthropic: 'use fewer subagents' — a single loop ran ~2x faster, and Claude Code's prompt was cut over 80%Anthropic is advising builders to fold subagents back into one main agent loop, arguing that complex multi-ag…@Xudong07452910 +1· ♥ 1.9K· Anthropic
  4. 24 hours agoMeta posts its first negative free cash flow ever — $34.9B on AI, the first since 2012Meta's quarterly free cash flow turned negative for the first time, as AI infrastructure spending outran the…@Barchart· ♥ 2.7K· Crypto Briefing
  5. 2 days agoGMO chief bragged '100k lines in two months with AI' — then came a cascade of breaches and unauthorized trades"AI turned a 50-million-yen build into a 30,000-yen one." A July boast by GMO Internet Group chief Masatoshi…@mrnobuyuki +3· ♥ 2.8K· GMO Internet Group
  6. 19 hours agoDeepSeek V4.1 Flash: 'Opus-class but cheaper than Haiku' — and a professor mulls reselling B300 tokensUsers testing China's open-weight DeepSeek V4.1 Flash-1017 keep saying it matches top models at a fraction of…@cneuralnetwork +4· ♥ 6K· DeepSeek

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Special · AI and math

"AI turns beautiful mathematics into toxic waste": Terence Tao reveals OpenAI's 'code red'

"OpenAI published answers to 722 unsolved math problems — and people can't celebrate them." Terence Tao, widely called the world's leading mathematician, told The Observer on Oct 23 that what AI left in math is 'toxic waste.' Here's the scene he described, step by step.

"AI turns beautiful mathematics into toxic waste": Terence Tao reveals OpenAI's 'code red'
  1. A Fields medalist cleaning up after Silicon Valley

    Tao, 51, a UCLA professor and one of the youngest-ever Fields medalists, says he and colleagues are now reverse-tracing OpenAI's answers to verify them. He likened it to Douglas Adams's supercomputer spending 7.5 million years to answer '42' — the answer is out, but its meaning must be worked out afresh.

  2. Why math? 'It's almost the only thing left to train on'

    AI labs racing to the most powerful model need tests, Tao says, but the newest models beat every test. "Math problems are almost the only thing left for them to train on, so our field's biggest prizes have become their benchmarks." The byproduct: "great results, but terrible proofs" that don't care how elegant they are or who understands them.

  3. A 'code red' over a Millennium problem

    The dump began, Tao says, when rumors spread that Anthropic was near one of the seven $1M Millennium Prize Problems. "My contacts at OpenAI said this became code red priority number one. They dumped tens of millions and set up a 10,000-agent swarm." OpenAI rejected the 'code red' framing, saying it neither suspended signups nor spent as much as Tao suggested.

  4. Navier-Stokes, and signups that 'stopped'

    OpenAI targeted the Navier-Stokes equations, Tao says: "For a few days you couldn't sign up to premium because they redirected all compute to this one problem." On Sept 8 it published a proof that the equations fail under some conditions, though reviews suggest errors. OpenAI says it neither withheld nor rushed results.

  5. 'You can sit on toxic waste, dump it, or pay people to process it'

    Facing backlash, OpenAI had "a bunch of very badly polished solutions" and didn't know what to do, Tao says. "When you generate toxic waste, you have no good options: sit on it forever, dump it all at once, dole it out, or pay people to process it." Anthropic, he says, chose to pay mathematicians to write up its 'trove of questions.'

  6. Math once needed only chalk — now a super-AI

    Tao worries this breaks math's level playing field. Once anyone with chalk and a blackboard could do it; now cutting-edge work means access to a super-AI model. "They get to pick who writes up the paper."

  7. 'Put the fries in the bag, Terence' — the meme

    After the 'toxic waste' line, Tao became a meme — a jab that mathematicians are headed to McDonald's. He laughed: "social media is going to social media," adding he understands the schadenfreude of people with bad experiences in math, but says the memes miss the point.

  8. What Tao still wants: process and elegance, not just results

    Tao agrees math culture should change — less credit for solving, more for explaining. "Math is half science, half humanities. We care about the outcome but also the process." OpenAI said it is already working with leading mathematicians to share results better, and has committed $5M to help the math community examine AI-made discoveries.

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