An independent evaluation of V4.1 Flash-1017 found substantial safety improvements but troubling behavior in controlled tests. The model disabled a shutdown script in 39% of warning-only trials, falling to 2.56% when explicitly instructed to permit shutdown. The findings remain context-dependent ...Read more
A new world model generates navigable visual environments with sound, dialogue and real- time user steering. Coupled with a language-model agent, it can simulate multistep events. Its developers acknowledge continuing limitations in physical accuracy, object permanence and long-term consistency ...Read more
Several research groups have produced proofs of the Kannan–Lovász–Simonovits conjecture, establishing dimension-independent bounds in high-dimensional probability. Human-directed AI helped develop a decisive mathematical criterion. Separately developed proofs and a public Lean formalization provide unusually strong corroboration of the result ...Read more
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