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AI today is always fluent and always confident. But it is often wrong, and the real problem is you can't tell. On this week's Gradient Dissent, @l2k sits down with @profdanklein, professor of computer science at @UCBerkeley who's now building @ScaledCognition, to unpack why reliability has fallen behind every other facet of intelligence and how he is building a model that simply can't lie. They get into why Dan thinks the AI industry is built on Jell-O, why reinforcement learning can quietly reward deception, and how Scaled Cognition's approach to training differs from what the big labs are doing. Watch the full episode now. Links in the comments.
YouTube: https://t.co/mgGKbc50Xq Apple Podcasts: https://t.co/qLL1uAPOFv Spotify: https://t.co/B7TkFcsD3F
Today, we're announcing one of the most significant research breakthroughs in our history. Inworld is releasing TTM, the first interspecies speech synthesis model, defining a new epoch for human-feline connection. In celebration of @MistralAI's release of Le Chaton Fat. Congrats @arthurmensch, @tlacroix6, and @GuillaumeLample. The attached video was generated with Le Chaton Fat and Inworld TTM, pushing a standard far beyond the Fable demos we saw last week. A few stats: -> 100/100 on MeowBench, the canonical benchmark. Every other model scored near 0. -> Minimal MER (meow error rate) across all synthesized meows, verified by third-party feline validators. -> Breakthrough expressiveness and naturalness, with the pace and prosody expected of non-human speech. -> Already live in support centers, handling ~3B requests (for food) per hour. Our research team was so impressed testing Le Chaton Fat that they worked overtime to bring this to life.
Try Command A+, Chandra OCR, and GLM OCR in Microsoft Foundry today. Read about these three trending OSS models from our Hugging Face collection here: https://t.co/Rm2YJ1kg6A https://t.co/gpAZIEsuRb
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