PonderPounce: A Pretrained MLLM as an Episode Context Engine for Robot Control

Suhwan Choi, Jaeyoon Jung, Sungkyung Kim +2

Multimodal large language models (MLLMs) can integrate long visual histories and infer behavior from a few examples, yet vision-language-action models rarely use this capacity as e…