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S. Tummala

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#artificial intelligence Preprint Oct 2026

MINDSET: Energy-based Memory Evolution for Long Conversational Agents

In conversational memory, a later statement may replace an earlier fact, describe a different context, or be an isolated contradiction. Thus, agentic memory must track what changed over time without erasing what was true before. We introduce MINDSET, a memory controller that makes this distinction through explicit stat...

Sujato Dutta, S. Tummala, Shashank Vanga et al. · 0 citations

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