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DeepSeek Publishes mHC to Stabilize Wider Residual Streams in LLMs

The arXiv paper details a Birkhoff‑polytope constraint that kept residual signals stable with modest training overhead.

Oklo Slides Over 50% From Peak as Pre‑Revenue Reactor Plan Meets Market Scrutiny

DeepSeek Releases V3.1, Tunes FP8 Format for Forthcoming Chinese AI Chips

DeepSeek Delays R2 After Huawei Ascend Training Failures