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arxiv_cs_ai ยท May 21, 2026 ยท paper

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DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback

arxiv.orgMay 21, 2026
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In brief

LLM-powered AI agents require high-frequency state exploration (e.g., test-time tree search and reinforcement learning), relying on rapid checkpoint and rollback (C/R) of the complete sandbox state, including files an...

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