Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression

Cheng Fan, Junyi Zhou, Tingzhang Luo +5

Multi-step language-model agents repeatedly process growing interaction histories, leading to substantial context costs. Vision--text compression reduces these costs by rendering h…