Tag: human-agency
All the articles with the tag "human-agency".
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From memory to scar: a four-layer progression
Anthropic shipped managed memory stores in April. They sit at the third of four layers. The fourth, hooks, is the one that closes the Lucy loop.
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The Lucy Syndrome: Why LLMs Forget Corrections
LLMs don't remember yesterday. That gap has a name, a causal mechanism, and a fix that doesn't require better memory.
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The Lucy Syndrome and AI: the full essay, from LLM amnesia to functional scars
The complete five-part essay behind the overview: the causal loop of LLM amnesia, how it shows up in production, the functional scar framework, the lab that tested it, and the scar mechanism running in a civil engineering firm.