This architecture enhances knowledge retention in AI systems, suggesting improved performance across sessions.
SMRITI (Sanskrit: memory, recollection) is a cross-session memory architecture for AI systems. The protocol defines a three-tier store (session JSON, compressed SHASTRA/VIVEKA extracts, living index), a session compression pipeline, and an epistemological continuity model that allows AI agents to accumulate knowledge across sessions without context window limitations.
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Anil Kumar Sharma (2026) studied this question.
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