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AI Agent Papers·2026
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Agentic Transaction: Towards ACID-Compliant Agent Systems

Zhaoyan Sun, Xiaoxiao Wang +1·Tsinghua University

Defines "agentic transactions" and an ACID-style reliability framework for LLM agents that manage long-horizon tasks over persistent environments. Implements an ACID-compliant data agent using exploration–execution–validation cycles, confidence-divergence checks, semantic isolation, and append-only durable workspaces.

#LLM#ai-agent#coding-agents#long-horizon#reasoning+5
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