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S. Ganesh

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Preprint Jul 2026

FluctlightDB: A Memory Model of Data for AI Agents

This work proposes treating long-term agent memory as a distinct data model -- with its own write semantics (encoding, separation, consolidation, provenance) and read semantics (cue-driven activation across a linked memory graph) and presents FluctlightDB, an embedded engine that implements this contract via experience() and activate().

S. Ganesh · 0 citations