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AGI Dreams Podcast – July 24, 2026

Open Weights, Distillation, and the Value-Layer Reckoning

In this episode:

Open Weights, Distillation, and the Value-Layer Reckoning — Moonshot's 2.8-trillion-parameter Kimi K3 becomes the first open-weight model to match frontier closed-source performance at half the inference cost, accelerating enterprise shifts away from API-only strategies. Distillation accusations against Chinese labs face growing technical pushback, as K3 independently found real bugs missed by leading closed models.

Beyond Nvidia: Custom Silicon, Edge Inference, and Real Pruning — Meituan trained a…

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