GIST-CMTF: Goal-State Inference for Causal Minimal Tool Filtering in LLM Agents

Rahul Suresh Babu, Rohit Shukla

Tool-augmented LLM agents rely on runtime filtering to decide which tools should be visible at each step. Causal Minimal Tool Filtering (CMTF) reduces tool-choice confusion by expo…