2026-03-24

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AgentComm-Bench: Stress-Testing Cooperative Embodied AI Under Latency, Packet Loss, and Bandwidth Collapse
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Utility-Guided Agent Orchestration for Efficient LLM Tool Use
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Seed1.8 Model Card: Towards Generalized Real-World Agency
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Coding Agents are Effective Long-Context Processors
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Multi-Agent Debate with Memory Masking
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HyEvo: Self-Evolving Hybrid Agentic Workflows for Efficient Reasoning
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PowerLens: Taming LLM Agents for Safe and Personalized Mobile Power Management
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FactorSmith: Agentic Simulation Generation via Markov Decision Process Decomposition with Planner-Designer-Critic Refinement
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Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2
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Stepwise: Neuro-Symbolic Proof Search for Automated Systems Verification
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Beyond Test-Time Compute Strategies: Advocating Energy-per-Token in LLM Inference
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