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#contradiction-resolution News & Analysis

1 article tagged with #contradiction-resolution. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

1 articles
AINeutralarXiv – CS AI · 9h ago6/10
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TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory

TOKI is a formal framework that types contradiction resolution in LLM-agent persistent memory systems as a write-time concurrency control problem. The research proves that four common heuristics used in production systems admit unspecified isolation levels and anomalies, and proposes a bitemporal operator algebra with audit-row provenance that excludes three critical write-time anomalies while maintaining language-model oversight.