Who gets a say before launch?

Negotiate using the supplied stakeholder briefs. Record dissent, a revised scope, appeal, owner and stop conditions.

Hypothesis and criterion

Name the expected effect, metric and what would count against the hypothesis.

Method and reproducibility

Record fixtures, source, version, parameters, units, controls and how cases are split.

Paired evidence

Case and split Baseline result Changed result Interpretation

Counterexample and revised design

A pilot can have high aggregate support while leaving a smaller group’s privacy boundary unresolved.

Record your new case and rerun the original cases after redesign.

Individual defence

Explain the mechanism, one exact result and what would overturn your conclusion.

Remaining uncertainty and handover

Meeting time is a procedural check, not consent, representation or an ethical verdict.

Next test: _ . Project filename: _ . Work that is mine and tools I used: ____ .

Keep your work

Use fictional data. Download a resumable project before changing devices. On a shared device, turn remembering off and clear your work when finished.