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.
Compare four OpenAI integration surfaces by who invokes them, data access, approvals and operational ownership. Plan and availability vary; confirm current product documentation.
Map an unfamiliar repository with Codex under read-only boundaries: record entry points, dependencies and uncertainty, then verify every finding before a human-approved change.
What OpenAI’s 1 October virtual try-on announcement says about clothing, reference photos, saved finds, privacy controls and limits on fit or buying decisions.
Use 25 read-only Dots prompts for approved sources, dated evidence, contradictions, triage, unsent briefs and human review gates.
Audit a custom GPT’s portability to a plugin: instructions, files, connected apps, missing transfers, permissions and replacement acceptance tests.
Use 25 permission-aware prompts for a Space decision Page: source intake, evidence checks, comments, alternatives and human approval.
Compare ChatGPT Space Pages with shared Projects, including collaborators, inherited access, linked files, proposed edits and a bounded pilot.
Prepare a reviewable ChatGPT-to-Codex task packet with authorised sources, repository limits, evidence links, acceptance checks and human sign-off.
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