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cs.AI2026
PRIME: Training Free Proactive Reasoning via Iterative Memory Evolution for User-Centric Agent
Prince Zizhuang Wang, Shuli Jiang
The development of autonomous tool-use agents for complex, long-horizon tasks in collaboration with human users has become the frontier of agentic research. During multi-turn Human…
cs.AI2026
AgentSocialBench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks
Prince Zizhuang Wang, Shuli Jiang
With the rise of personalized, persistent LLM agent frameworks such as OpenClaw, human-centered agentic social networks in which teams of collaborative AI agents serve individual u…