Module 14 · Week 15 synthesis & peer review · Reproducibility & AI Audit · adaptive competency DV22
Trace the evidence lineage
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Begin by reconstructing the evidence lineage.
Module 14 · Step 1 of 9 · Watch8–10 min
A finished chart is not evidence of reproducibility. Reconstruct the complete path from immutable source to published artifact and identify what must be recorded at each transition.
Deterministicsame input + same code → same output
Stochasticoutput depends on a random state
Fingerprinth(data, code, environment)
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