e=mc²9 min read
Does It Earn a Lane? Quantize, Measure, and Decide
Lesson 10: int8 quantization of the Stage C deciders, CPU latency and size, a stdlib server speaking pankhllm's decision shape, and a real run through pankhllm's own binary. The default int8 broke Qwen; the small decider got smaller and slower. And the contract, applied honestly: neither lane earns its place yet.
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