The €55,000 Bug in Your AI Agent: It Didn’t Read the Docs

A live benchmark buried a €55,000 fact two documents deep in a company’s files. Only the AI agents that actually read the docs closed the deal — everyone else lost it automatically.

Your AI Agent Writes Flawless Code. Can It Run a Company on Fire?

Four frontier AIs ran the same company through its worst week. All passed the manipulation tests — only two closed the deal. Benchmarks missed the gap.

AI Managers Pass the Crisis Test—Then Fumble the Close

Firmulate turns 242 audited AI management decisions into a public quiz, revealing how frontier models differ under crisis, pressure and temptation.