Articles

From real runs.

Every article here is first person and comes from a real Council run or a real job: the actual question, the actual model disagreements, the actual outcome. No composites, no hypotheticals.

A bridge rendered half as a hand sketch and half as a blueprint, the cover motif of Let the AI Be Smart, representing the gap between an idea and the finished thing.

The Day I Stopped Trusting One AI

I was building a whole platform with three AI models running as agents on my server. They kept hallucinating and breaking each other's apps. Fixing that is where the Council Method came from.

The Council Room verdict page showing five AI voices answering the same question, one of them hallucinating an unrelated company.

Agreement Is Not Verification

I typed one weird thing into five AI models at once. Four agreed. One invented a company that had nothing to do with the question. Here is why that is the whole point.