arxivcs.CV2026-07-01
A Cost-Aware, Paired Protocol for Auditing Dynamic Tool Synthesis in Agentic Video Question Answering
Aseel Mohamed, Rama AlHamidi, Mohamed Rayan Barhdadi, Rasul Khanbayov, Erchin Serpedin, Hasan Kurban
Agentic Video Question Answering (VideoQA) systems invoke tools during inference, but their tool libraries are fixed, so recurring procedures are rebuilt from primitives on every question. Synthesizing composite tools could remove this overhead, but whether such expansion helps i…