Jingkang Yang

Forget dialogue summaries – FileGram builds user profiles directly from atomic file-system actions, unlocking a richer, more privacy-preserving approach to agent personalization.

Turns out, just showing a vision-language model the last few frames of a video stream beats fancy architectures designed for long-term memory.