In 1998, Action 4,000 Did Not Run on Day-One Authority (When Does AI Stop Learning?)

October 3, 2026

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When does AI stop learning?

Posted in: Commentary

Agentic AI Needs Two Planes. It Rests on a Third.

October 2, 2026

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Julie Simou found the second plane. There's a third one underneath.

Posted in: Commentary

Which Matrix Produces the Right Answer?

October 1, 2026

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The earlier an AI model or group of models reaches agreement, the less reliable the answer and outcome. AI success is driven by friction, not consensus.

Posted in: Commentary

Thirty Years of Measuring the Wrong Object

September 29, 2026

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Whether the next map is drawn by an analyst or generated by a model is a question about how fast we can keep measuring the wrong object.

Posted in: Commentary

No Loop, No Learning: What the Deloitte Report Reveals About Governed Review

September 28, 2026

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A correction found by the client is not governance.

Posted in: Commentary

The Long Shadow of Unauthorized Tech Use in the Modern Enterprise

September 24, 2026

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The largest governance gap is not an unassigned row. It is the distance between what the named owners require and what the named owners do.

Posted in: Commentary

An Agent Cannot Infer the Limits of Its Authority

September 24, 2026

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A prompt expresses intent. It does not enforce a boundary.

Posted in: Commentary

Why the Archive Stays Open

September 24, 2026

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A record nobody can check is not evidence. It is a claim.

Posted in: Commentary

Assessing Hackett’s Convergence With the Hansen Models™, 2012–2026

September 23, 2026

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Is your readiness measured against the organization that exists on paper — or the one that actually places the order?

Posted in: Commentary

Assessing Gartner’s Convergence With the Hansen Models™, 1998–2026

September 23, 2026

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The industry is converging on a question this archive has asked since 1998. Is your organization asking it yet?

Posted in: Commentary