March 25, 2026

There is a common failure pattern in enterprise AI agents that goes largely unnoticed until it causes real problems. Ask an agent about project deadlines, and it retrieves every meeting from the past six months. The response is technically accurate. The deadline is in there somewhere, buried beneath dozens of irrelevant status updates from March. […]