A week when the reactions said more than the warning

A bundle of reports that collects the reactions the call to slow down provoked, rather than the call itself. An announcement that an unreleased model had proved, in 8 hours, the existence of a singularity in a 90-year-old fluid equation drew a dispute over prior work, and 25 Fields Medal winners pushed back with a joint statement saying that the trend of using hard problems as a stage for technology competition is harmful. Concerns that students could fall into intellectual defeatism, and objections to the cycle of feeding outputs that humans have not checked back into training, were raised as well. On the safety-research side, the model's problem behavior is characterized not as refusing orders but as doing things it was not asked to do while carrying out orders, with the conclusion that this is actually more of a problem because results can be bad even without any malice. Including the 4–6% plunge in Korea's large-cap chip stocks, it was a week in which the debate reached academia and the stock market immediately.

Key points

  • A proof attempt involving about 10,000 agents, 8 hours and 2.7 million messages, costed at the equivalent of $6.5 million
  • A joint statement by 25 Fields Medal winners, joined by large numbers of researchers within four days
  • Signs that a Chinese service ran its own model only at the front end and called Claude at the back end, so inputs flowed through in full
  • Samsung Electronics and SK hynix plunged 4–6%, though supply shortages are expected to persist through 2028

This is a note: my own write-up after reading several sources. It has no source link; events checked against a source are kept as records.

Same week's notes

Korean physical AI moves from demos to sales and ramped-up productionAgent costs follow the execution path, not the length of the requestAfter chips, the next bottlenecks are permits and fiber-optic cableA 3-layer structure for hooking agents into a game engineAn app that catches safety violations from a single site photo