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🤗 Kernels: Major Updates
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AI ResearchThe Decoder
New benchmark confirms AI models still perform poorly at visual perception
Moonshot AI's PerceptionBench tests how well multimodal AI models can actually "see," separate from logical reasoning. No frontier model reaches 60 percent accuracy, and GPT-5.6 Sol leads by a narrow margin. Many supposed reasoning errors actually happen as early as the image-reading stage. The article New benchmark confirms AI models still perform poorly at visual perception appeared first on…
Aug 15, 2026
ProductThe Decoder
Anthropic announces watermark detection API that will let third parties detect Claude's AI texts
Anthropic will soon offer a watermark detection API that lets third parties check whether text was written by Claude. The technology builds on Google's SynthID method and tweaks the randomness during word selection without affecting text quality, Anthropic says. The approach has limits with fact-heavy text, code, and heavy rewriting. The article Anthropic announces watermark detection API that…
Aug 14, 2026
RegulationArs Technica
Suspecting court of using AI, man injected prompts in filings to try to win case
Judge warns pro se litigants are using chatbots wrong and getting desperate.
Aug 14, 2026
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