PixReenact: Pixel-Conditioned Causal Video Diffusion for Streaming Head-Avatar Reenactment
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New papers, breakthroughs and academic AI research
Mining Agent Skills from Production Traces
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Prompt Dominance and Asymmetric Verifier Costs: Empirical Ablations of GRPO at 1B Scale on GSM8K
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Nash Equilibrium Text: A Game-Theoretic Decoding Framework for Text Generation
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Do Time-Series QA Systems Read the Time Series? Evidence Use and Reasoning Reliability
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How Should a Prompt Optimizer Spend a Tight Budget? BudgetAPO with Noise-Adaptive Evaluation
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Measurement-First Auditing of Agentic Leaderboards: Contamination Susceptibility, Matched-Control Re-evaluation, and Scorer Validation
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Agentic-ZTA: A Multi-Agent Architecture for Autonomous Zero Trust Enforcement
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A Testable Theory of Atomic Features
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Topology-Conditioned Backdoors: Language Models That Insert Vulnerabilities When They Infer They Are in a Multi-Agent System
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DiMOS: Doob-Guided Inference-Time Multi-Objective Search for Scientific Design
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Request Order Matters: Cache-History Sensitivity in Selective KV-Cache Reuse for Rolling Agents
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