I was doing something different. I wasn’t changing what the model knew. I was changing how it thought. Layer duplication gives the model more iterations through its internal reasoning space without adding any new information. The difference between giving someone a bigger library and giving them more time to think. I was genuinely shocked when I took top spot on the leaderboard; but I think it’s proof that the method probably works.
Трамп пригрозил ударить по нефтяной инфраструктуре иранского острова02:37
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Also on Thursday, more than 100 workers at Google sent a letter to Jeff Dean, the company’s chief scientist, asking for similar limits on how the company’s Gemini AI models are used by the U.S. military, according to the New York Times.
-- tactical tick sleep in milliseconds
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Feb 28, 2026 7:00 AM