This article from Minimax adds a small Index Branch to GQA that selects the k most relevant KV blocks per group, then executes an exact softmax only on these blocks, making sparsity native to the GPU, with an exp-free TopK and kernels.
GENERATIVE AI
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Jailbroken models require better tech and fair enforcement
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Every model has been jailbroken. We need better tech. But not selective enforcement.
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Amazon CEO warned Trump officials about Claude security risks
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It was in fact Amazon (CEO Andy Jassy) who reportedly helped trigger the Claude shutdown. Via The Information Amazon CEO Andy Jassy reportedly warned senior Trump administration officials about security risks in Anthropic’s newest Claude models, helping trigger late-night export
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AI models fail simple long tasks despite passing exams and olympiads
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8/ It fits a pattern researchers keep hitting. The models that pass medical exams and win math olympiads still fall apart on simple tasks once those tasks run long. Source: Patel, Wang, Fan. PNAS Nexus, 2026.
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GPT-4o accuracy falls sharply with more words and color mismatch
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4/ Everything fell apart. GPT-4o scored 91% on 5 words. At 10 words it dropped to 57%. At 40 words it hit 15%. When the colors and words were mismatched, accuracy fell to near zero.
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AI models ace short lists but struggle with longer ones
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3/ Researchers ran this test on the top AI models. GPT-5, Claude Opus 4.1, Gemini 2.5, and others. On short lists they aced it. 90% and up. Then the researchers made the lists longer.
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Turn Claude into 20+ marketing & business specialists bundle
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Turn Claude into 20+ different specialists for marketing & business. Install real expertise, not just prompts. Get my Claude skills bundle
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The two most absurd weeks in AI history
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The last two weeks in AI have been the most absurd period in the history of tech. I can't even keep up. And that's literally what I do for a living. → Anthropic launched Claude Fable 5, its most powerful model ever made public. At the forefront of
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Anthropic CEO discovers Chinese founder giving away architecture surpassing Claude for free
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Le CEO d’Anthropic qui ouvre X (Twitter)
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 13 juin 2026
et découvre un fondateur chinois d'IA à 20 milliards de dollars distribuer gratuitement, en 40 minutes, l'architecture exacte qui surpasse Claude https://t.co/tZDSjCaIKh pic.twitter.com/IXs4QWENGPThe Anthropic CEO opens X (Twitter) and discovers a Chinese AI founder worth $20 billion distributing for free, in 40 minutes, the exact architecture that surpasses Claude.