Provenance for Every Experiment

Every autonomous experiment needs a signed record of its hypothesis, instrument settings, software, calibration, raw data, transformations, and human interventions. Another laboratory should be able to replay the decision path—not merely admire the final claim—and locate exactly where automation or instrumentation introduced error.