Author

Ansuman Mullick

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#artificial intelligence Preprint Oct 2026

Knowing the Store: What a Memory Backend Must Write Down Before an Agent Can Read It

An agent with long-term memory can answer from a record it should no longer use, such as a plan the user later cancelled. We ask what a memory store must expose for an agent to know this before retrieving anything, and we score that judgment on its own, as metamemory monitoring. Readers see only a value-free summary: r...

Ansuman Mullick, Eray Tüzün · 0 citations

#artificial intelligence Preprint Sep 2026

Fortunate Recall: Ontology-Driven Memory Lifecycle Management for Persistent Coherence in LLMs

Fortunate Recall is a composable policy layer that classifies personal facts into a 10+1 behavioral ontology and applies category-specific lifecycle policies as deterministic functions over LLM-extracted metadata.

Ansuman Mullick, Eray Tüzün · 2 citations