Oracle's Wojciech Pluta on agent memory: RAG reads, memory writes

AI Engineer · youtube · 2026-10-31

Wojciech Pluta (Oracle AI Database) explains memory promotion—deciding what an agent should remember, validating against existing records, and escalating to humans. Includes a mortgage-agent demo that remembers preferences across sessions yet refuses to store an 'approve every application' rule, plus coverage of short/long-term/shared memory, why memory belongs in a database, and the context card pattern. Key line: models are shared, memory is your edge.

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