Advanced Agents From First Principles 07: Do Your Agents Agree Too Easily? Use Adversarial Review and Multi-Agent Debate Without Confusing Debate With Truth

Sat, 08 Aug 2026 00:00:00 +0000

A multi-agent system can look sophisticated while every agent quietly repeats the same mistake.

That is one of the most dangerous failure modes in advanced agent architectures.

You ask one model to solve the problem.

Then you ask a second model to review it.

Then a third model judges the disagreement.

Three calls later, the system sounds more confident than before.

But if all three agents share the same blind spot, the extra machinery has not created independent evidence.

Agents From First Principles on Programmer.ie: Modern AI programming