The cryo-EM structure shows a bacteriophage protein forming a 96-copy shell; the vault's biological function is still unknown and the preprint has been submitted to bioRxiv but is not yet live.
The mixture-of-experts model activates 104B parameters per token and ships under a custom licence that requires large commercial users to display its name; Moonshot's own benchmarks put it just behind Claude Opus 5.5 on Terminal-Bench 4.0.
Quarterly results beat estimates, but handset chip sales fell 26% to $5.14 billion and the earnings forecast came in light; data-centre revenue was $650 million.
The 276B-parameter model with 12B active is offered in Devin at one-fifth the price and 3x the speed of SWE-2; Cognition's own evals lift Terminal-Bench 4.0 from 0.9% for the base model to 20.0%, and the weights are not public.
Executives disclosed the figures on the third-quarter earnings call, against about 320 million rides and deliveries in Halloween week.
The roughly 7,500-page algebraic geometry reference is now one machine-checked library; outside mathematicians have not yet reviewed how faithful the statements are.
In a post on X, the OpenAI chief executive wrote that this requirement should ultimately constrain AI progress, and that OpenAI rejects people being relegated to doing what AI systems decide to reward.
In an essay published a day after the Democratic midterm sweep, OpenAI's chief global affairs officer urges a 'compelling third path' so Americans share in AI's benefits.
Pangram says Image 1.0 catches 99.2% of AI images while wrongly flagging 0.27% of real ones and Flash 1.0 scores 98.7% on the DF26 video benchmark; the results are company-reported.
Conductor confirmed the deal and said its cloud product shuts down on 20 November, with the team joining Meta Superintelligence Labs; financial terms were not disclosed.
Bloomberg reports further cuts to as low as $100 a day for some engineers and $25 for some teams; Apple has not commented and employees said few used the full limit.
Only 24% think AI will do more to help. 23% called AI and data centres crucial to their vote, and 43% trust neither party to handle AI; the figures are early and still updating.