Buried in Textual Debt: Context Pruning with Visual Evidence Preservation for MLLM Agents

Yuchen Huang, Sijia Li, Jun Zhang +1

Multimodal Large Language Models (MLLMs) are increasingly deployed as multi-step agents, where explicit reasoning supports task decomposition and tool coordination but also accumul…