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MHBMMichael Hanna-Butros MeyeringComplex systems · human outcomes
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Behind the show · EP001 companion

Why I started AI Change Desk.

In the AI rollouts I study and work around, I repeatedly see execution gaps persist even when the model itself is capable. This show exists to address that recurring problem with practical, source-backed guidance that leaders can run.

The recurring gap

The problem we keep repeating.

I have seen teams launch pilots, build enthusiasm, and then watch policy, data handling, and communication lag behind. A capable model does not make the surrounding organization ready to operate it.

That is not a tooling problem. It is a change-management problem.

Operating model

The 4D Desk Memo.

  • Decision: what exactly are we approving?
  • Data: what data can be used, and at what sensitivity tier?
  • Drift: how will behavior expand beyond intended usage?
  • Deployment: what training, messaging, and controls make adoption safe?

Production record

How the show is produced.

  1. Research scan and source verification
  2. Script lock in Context → Impact → Action structure
  3. Authorized voice production
  4. Audio quality review and packaging
  5. RSS publication and native archive release

Accountability

AI-use disclosure.

  • AI-assisted research and scripting support may be used.
  • Voice synthesis uses an authorized cloned voice model.
  • Publishing and page delivery use documented automation.
  • Final editorial judgment and release decisions remain human.