A governance-first guide to accountable ChatGPT and Claude workflows for business leaders, covering decision rights, review controls, and practical adoption.
Scope Codex prompts around a fictional settings-persistence defect, collect bounded evidence, retest a candidate patch and prepare a human review packet.
Audit a completed ChatGPT Deep Research report for source accuracy, access and citation limits before an executive brief, with a human release checklist.
Use 25 ChatGPT prompts for funder-requirement-traceable grant drafts from authorised source packets, with verification checkpoints and human review.
Build a human-reviewed evidence packet from long documents with GPT-5.5 Responses API File Search; preserve retrieval provenance and verify claims.
Use Codex locally to inspect, patch and review a fictional authentication documentation error, with source checks, a bounded diff and human sign-off.
Understand ChatGPT Library file reuse, separate chat and file deletion, Temporary Chat limits, and why connected Drive items need their own checks.
Use 25 Codex prompts from issue intake through compatibility checks, tests, review and evidence-backed release, with repository permissions and human maintainer approval.
Design—not results—of a reproducible Codex pull-request review benchmark: pinned cases, rule conditions, human adjudication, reviewer time and false-positive definitions.
A 25-prompt public-consultation analysis masterclass for authorised, de-identified responses, thematic coding, evidence ledgers, dissent, uncertainty and human sign-off.
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