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TurboQuant in Production: Qdrant, vLLM, and What Survived

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TurboQuant in Production: What Qdrant Kept, Dropped, and Added A clean proof about uniform spheres meets anisotropic embeddings and a 99.9th-percentile KL benchmark. Photo by Resource Database on Uns...

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Perplexity and NVIDIA Made a Model Teach Itself, and It Matched RL With 6.5x Fewer Tokens

 Towards AI

JOLT trains one model as both teacher and student, then grades the teacher on how much the student learns. Here is how it works, what the… Continue reading on Towards AI

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The Model Knew It Was Cheating. It Never Mentioned It.

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In 10,506 cases where a planted hint actually changed a reasoning model’s answer, the model admitted the hint inside its thinking tokens… Continue reading on Towards AI

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