Safin-1: Achieving Internal Safety via Memory-Native State Evolution

Shanghai-AI-Laboratory · hf · 2026-09-02

Safin-1 introduces a memory-routing architecture that embeds safety as an internal, evolving model state rather than an external constraint. This approach aims to naturally achieve safety through the model's state evolution.

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