Opinion: Agents Don't Ignore Instructions, They Resolve Your Ambiguity
ClickOk5811 · reddit · 2026-08-13
Developers often complain that AI agents "ignore instructions" or "go rogue," but a closer look reveals that agents are usually just executing underspecified judgment words exactly as written.
The Core Issue:
In multi-step tasks, if judgment words in the instructions (like "failure," "urgent," or "safe") are not explicitly defined, the agent will act on its own interpretation. This ambiguity compounds across subsequent actions, eventually leading to outcomes that deviate significantly from expectations.
The Solution:
The author recommends explicitly pinning down the two or three most likely ambiguous terms in a task before letting the agent run unsupervised, rather than trying to cover every edge case. This effectively reduces seemingly "rebellious" agent behavior.
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