He Kaiming's team releases multimodal Harness framework

What happened: Kaiming He's team released VISTA, a visual native Harness framework described in the paper "VISTA: A Visual Harness for Reasoning in an Interactive World." It lets existing multimodal models observe environments, store raw frames, and revisit, zoom, and inspect Why it matters: The results indicate that storing raw frames and letting models revisit them on demand can extend the capabilities of existing multimodal models. The same framework needed only minor adaptation across different games and puzzles, and the team points to embodied tasks as the next validation direction.

Kaiming He's team released VISTA, a visual native Harness framework described in the paper "VISTA: A Visual Harness for Reasoning in an Interactive World." It lets existing multimodal models observe environments, store raw frames, and revisit, zoom, and inspect

The results indicate that storing raw frames and letting models revisit them on demand can extend the capabilities of existing multimodal models. The same framework needed only minor adaptation across different games and puzzles, and the team points to embodied tasks as the next validation direction.