About this episode
Seventy3???NotebookLM???????????????????????????crypto????????AI????????????????????????????????????Active Context Compression: Autonomous Memory Management in LLM AgentsSummary??“?????”?Context Bloat??????????LLM???????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????? Focus?????????????????????????Physarum polycephalum?????????Focus Agent ??????????????????????“Knowledge”?????????????????????????????????????????????????????????????????? bash ?? + ???????????? SWE-bench Lite ? N=5 ????????????????????? Claude Haiku 4.5?????????????????Focus ??????????????? 3/5 = 60%????????? 22.7% ? token ??????? 1490 ??? 1150 ?????????????? 6 ????????????? token ??????? 57%????????????????????????????????????????????????????????cost-aware???????????????????????????????????????????https://arxiv.org/abs/2601.07190
