UNIVERSAL LLM MEMORY DOES NOT EXIST

Summary from the TLDR AI newsletter

Semantic memory tracks preferences, long-term history, and rapport. Working memory tracks file paths, variable names, and immediate error logs. Semantic memory is brilliant for personalization across sessions, but bad for execution state within a task. Treat semantic memory and working memory as separate systems with separate requirements.