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A new 130+ page survey on always-on agents, which are systems whose future behavior depends on durable state built up across earlier interactions. It treats state as more than memory, scoring each state item on six axes across a lifecycle, and introduces the Always-On Evaluation Protocol (AOEP-v0) to govern state mutation and recovery.