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The Expertise Bottleneck: Why Only Some People Can Explain an AI Failure

Ask around any team running a consequential agent in production long enough, and a pattern shows up.

Sep 2 • Jamal Jackson

August 2026

From Observability to Behavioral Intelligence

Observability made execution queryable. Behavior lives in a population of decisions, and production tooling has no standard way to hold one.

Aug 25 • Jamal Jackson

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Accountability in Autonomous Systems: Who Owns the Decision?

Everyone is assigning owners for AI decisions. Almost no one can hand the owner a decision to own.

Aug 11 • Jamal Jackson

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July 2026

The Economics of Reasoning: What a Bad AI Decision Actually Costs

The tokens a wrong decision burns are the cheapest part of it, and close to the only part that lands anywhere you can see.

Jul 28 • Jamal Jackson

The Anatomy of a Silent Failure

A failure that never trips an alert still has a shape. Here is what it looks like, stage by stage, from the decision that caused it to the moment…

Jul 14 • Jamal Jackson

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June 2026

Why Systems Pass Every Eval and Still Fail in Production

An eval grades the output. Production grades the decision. Those are different measurements, and the gap between them is where shipped systems break.

Jun 30 • Jamal Jackson

Decisions, Not Execution: The Layer Observability Misses

A trace shows the one tool that got called. The decision is in the three that didn't.

Jun 16 • Jamal Jackson

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April 2026

January 2026