ControlScope: Workflow Revision and Reliability in LLM Agents.

arXiv:2609.34313v1 Announce Type: new Abstract: How much of a running workflow should a language model agent revise? ControlScope compares continuing generated code, editing the next tool call's data arguments, and replacing the unfinished workflow from the sa