How Should a Camera-First AI Agent Work?

arXiv:2610.14772v2 Announce Type: replace Abstract: Camera-first agents must act on the visual world as it unfolds. We argue that the central obstacle for future camera-first agents is not recognition ability - multimodal models (vision-language and live/strea