Blog

Short, regular writing on the gap between what AI agents can read and what they can trust, and how we're building for it.

Agents don't have instinct. Something else has to.Training teaches a model how language works, not what's true in the one email sitting in front of it. Two concrete cases where a well-reasoning model still gets it wrong, and what closes the gap.2026-10-17