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mr. TIM
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
New blog post: Ambient associative agent memory
Largely, I think deep research styled agents are extremely useful for new content we haven't seen before, but fail hard for memory that's already supposed to be "known"
Here are 2 patterns, mine and @3fz.org's
https://timkellogg.me/blog/2026/05/17/ambient-memory
2026-05-17T15:38:58.162Z