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Qwenputer compiles a deterministic 32-bit RISC-V CPU directly into Qwen 3.5 4B's weights, using the model's Gated DeltaNet layers as RAM. It runs C and MicroPython without any external runtime.
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Qwenputer compiles a deterministic 32-bit RISC-V CPU directly into Qwen 3.5 4B's weights, using the model's Gated DeltaNet layers as RAM. It runs C and MicroPython without any external runtime.

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Anthropic's Claude generated 180 million lines of formal proof code for 123 open-source libraries, catching bugs that years of testing missed. The AI-for-security milestone could reshape how software is verified.