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System Over Model, Tested: Reproducing Mythos’s FreeBSD Find on Local Open-Weight Models

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System Over Model, Tested: Reproducing Mythos’s FreeBSD Find on Local Open-Weight Models

核心观点

  1. A week later, Stanislav Fort at AISLE published a counter-thesis and reproduced the same find with `gpt-5.
  2. 4-nanousing their publishednano-analyzer` pipeline for under $100.
  3. I wanted to see whether that reproduction works further down the cost curve.
  4. So I ran the pipeline at full sub-system scope (~50 files) using two open-weight models, openai/gpt-oss-20b and google/gemma-4-31b-it.
  5. Out of the box it looked like both missed.

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