Context Distillation as Latent Memory Management

In three linesContext distillation reformulated as latent memory management problem. Each context distilled into independent LoRA adapter forming modular memory bank. Self-Gating mechanism decides whether to activate latent memories. Cache sharing reduces inference overhead.

Summary generated by Claude — human-verified