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Audit the provenance

Every published number needs a recoverable path back to evidence.

Working notes

  • Trace each figure to its script and checkpoint.
  • Record data split, input hashes and event count.
  • Compare captions with what the code actually loads.
  • Separate unsupported claims from factual errors and overclaims.

Source: course evidence synthesis, §3, §5. These are selected observations, not general performance guarantees.

Before the course

  • [TODO: select a compact worked example and its verification artifact.]
  • [TODO: rehearse the live walkthrough and prepare a fallback.]

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