auto: 2026-09-01T10:52:34Z [skip ci]
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@ -267,27 +267,19 @@ machine-profile tooling, and the corrected traffic model.
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**Publicly inspectable evidence** — the B200 session archive, the extracted
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manifests, the calibration logs, and the measured machine profile are all in the
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repository. An earlier version of this section asked you to treat the figures
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above as reported by me rather than independently checkable. That caveat has
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been discharged: the inputs that produced them can now be read, and the
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cross-checks rerun.
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repository.
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**On a review branch** — the stage-aware weight-split model, the
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verifier-transparent weight split itself, and per-variable packed-source
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provenance for the storage mode: three commits on
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[`weight-split-model`](https://github.com/JamesPetrie/VerInf/tree/weight-split-model),
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pushed and readable, but not merged. They are pending review at the next project
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meeting, and should be read as committed work in the open rather than as
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accepted work.
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pushed and readable, but not merged.
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**On agent assistance.** Implementation was agent-assisted. I owned the research
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direction, the cost-model derivation and checking, the experimental design, the
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validation, and the review; generated code was kept only after it was tested and
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cross-checked. This is project-wide practice rather than a personal one, across contributors,
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as part of how the fellowship's compute is used. Much of the repository's
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history records it in commit trailers; the convention is changing, and my newest
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commits carry none. That is precisely why it belongs here in prose rather than
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left to be inferred from metadata that may or may not be present.
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as part of how the fellowship's compute is used.
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::: {.work-entry-links}
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[Merged pull requests](https://github.com/JamesPetrie/VerInf/pulls?q=is%3Apr+author%3Alevineuwirth) ·
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