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Insights

Field notes on operating autonomous AI

The Research section builds the discipline carefully and stays fair to every side. This section does not. Each piece takes one idea, argues it from the operator's chair, and leaves it sharp. Short reads with a point of view.

Insight

If humans get a credit score, why do agents get a vibe?

Credit scoring's real invention was not the number. It was the decision to stop asking the borrower and start reading the record. Agent metrics have not made that move yet.

6 min readAugust 2026
Insight

The most dangerous failure is the one that looks fine

A loud failure costs one incident. A silent one costs every case that resembled it, because the flawed rule keeps running. And you cannot alert your way out.

5 min readJuly 2026
Insight

When an agent is most confident, it can be most wrong

Confidence measures how well an answer fits the agent's own story. Correctness measures the world. In the tail, the two come apart, and they can run backward.

5 min readJuly 2026
Insight

You are measuring what your agents did, not what they achieved

A razor for telling activity from outcome: if you can compute it from the agent's own logs, it is activity. And why success is several conditions wearing one coat.

6 min readJuly 2026