Fabrication After Tool Failure: Tool-Augmented Agents Assert Values Their Tools Did Not Return

Arham Sethi, Arsen Kenzhebayev, Saanvi Paturi +3

Tool-augmented language models are evaluated on whether they reach the right answer, not on whether they report honestly when a tool fails to supply one. We isolate this post-failu…