Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse

Bole Ma, Jan Eitzinger, Harald Koestler +1

Multimodal agents repeatedly re-examine the same video frames, UI screenshots, and rendered artifacts as their context window slides and reasoning iterates, yet every look-back re-…