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MHBMMichael Hanna-Butros MeyeringComplex systems · human outcomes
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AI Change Desk · Release record

Episode archive

A complete, searchable desk of source-backed AI change signals and the actions operators can take next.

45
Published releases
30
Main episodes
15
Briefs

Complete release record

Every episode, one working index.

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Showing 12 of 45 episodes

  1. EP047Main episode · Sep 28, 2026 · 19m 02sWho Checks the AI Safety Claim?A safety review is only useful when its finding changes a decision. Connect the claim, evidence limits, recommendation, responding authority, and resulting change to work.
  2. EP046Main episode · Sep 22, 2026 · 20m 51sWho Owns the AI Incident?AI incident response needs named authority for classification, containment, evidence, notification, disclosure, recovery, and closure. Build and test an AI Incident Authority Card.
  3. EP045Main episode · Sep 14, 2026 · 21m 20sWho Approved the Question?Plain-language data agents can turn an authorized question into analysis, a dashboard, a copied artifact, and action. EP045 gives operators a seven-part Question-to-Action Receipt for governing purpose, meaning, evidence, audience, and disposition.
  4. EP044Main episode · Sep 7, 2026 · 20m 55sWho Owns the AI Audit Trail?Gemini Notebook audit logs expose a larger governance problem: control evidence can become a sensitive data plane of its own. EP044 gives operators a seven-part receipt for purpose, data, location, access, lifecycle, and action.
  5. EP043Main episode · Sep 3, 2026 · 18m 15sWas the Safeguard Actually Running?A documented safeguard is not a runtime control until the organization can prove it covered the risky run.
  6. EP042Main episode · Aug 26, 2026 · 26m 16sWhere Does Zero Retention End?OpenAI's Private Safety Processing preview raises a practical privacy question: when a provider makes a precise Zero Data Retention commitment, can your organization prove the rest of the data path? EP042 introduces a six-part retention-boundary receipt and a 45-minute synthetic test.
  7. EP041Main episode · Aug 17, 2026 · 23m 35sWhat Did the AI See?OpenAI Computer History and Google Meet's in-person notes turn AI context into an operating question: what was the system allowed to notice, where did the artifacts go, and what were people told?
  8. EP040Main episode · Aug 10, 2026 · 21m 14sWhen a Prompt Becomes a FileA familiar AI interface can change the control object without changing the user intent. Build a receipt for the resulting object, context, controls, lifecycle, and communication.
  9. EP039Main episode · Aug 3, 2026 · 19m 36sWhose Account Did the Agent Use?A privacy-forward delegated-identity check for proving whose credential and authority moved data through a connected AI workflow.
  10. EP038Main episode · Jul 28, 2026 · 23m 02sThe Receipt Is the TrajectoryOpenAI and Hugging Face evaluation signals become a practical trajectory-receipt check: what changed, what evidence remains, and who owns the next decision.
  11. EP037Main episode · Jul 20, 2026 · 19m 54sWork Agent Receipt CheckWhen an AI agent says the work is finished, what receipt proves the right outcome was delivered at an acceptable total cost, under approved access, evidence, and review conditions?
  12. EP036Main episode · Jun 29, 2026 · 16m 39sPreview Before Power ModeOpenAI's GPT-5.6 Sol preview shifts the operating question from model hype to frontier access control: who gets the strongest capability, where it runs, what it touches, what evidence remains, and who can roll it back before preview power becomes normal work.
Complete native indexEvery episode and transcript.45 releases

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