Open agent factories are letting teams push frontier models into actual chip-layout loops and hit 52× speedups on quantum-error-correction blocks for about twenty-six bucks in inference spend. Https://research.ibm.com/blog/open-agent-factories-and-distributed-inference-for-chip-design
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