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GEPA-Curator: Curated Learning for Self Improving Agents
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Oracle will offer Google’s TPU AI chip via OCIOracle、Google製AIチップTPUをOCIで提供へOracleが、Googleのテンソル処理装置（TPU）をOracle Cloud Infrastructure（OCI）経由で提供する。Google社外でTPUを提供するハイパースケーラーとしては初になるという。
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Can LLMs Uncover Hidden Physical Laws through Free Exploration?
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Scaling Laws for Tool-Use Agents via Controllable Environment Synthesis
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Multi-State Linear Attention with Generalized Second-Order Routing
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Metacognitive Decoding: Efficient Inference for Diffusion Language Agents
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What Improves During Pretraining? Tracking Knowledge Acquisition with Point-in-Time Models
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Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions
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EnvSched: Environment-Aware Scheduling for Rollout-Efficient Agent Reinforcement Learning
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Beyond Answer Changes: Matched Same-Class Controls for Local Audio Evidence
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MoI-Bench: A Benchmark for Image Generation and Editing on Mobile Devices
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Understanding the limits of latent world models
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TeamGym: A Gym for Team Decision-Making by AI Agents with Distributed Information
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Pneuma: A Large-Scale Real-World Time Series Benchmark for Commercial Aircraft Predictive Maintenance
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When uncertainty quantification fails: structural vulnerabilities and corrections for selective prediction under clinical class imbalance
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Collective Dynamics of Self-Reinforcement: How Cross-Task Coupling Drives Policy Collapse in Unsupervised RLVR
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When, Where, and What to Correct: Human-Guided Adaptive Residual Correction for Robot Policies
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GroundControl: Satellite-Conditioned Multi-View Diffusion for Reconstruction-Free Novel View Synthesis
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Which Hand Was Late? Diagnosis for Robot Failure Recovery in Bimanual Tool Use
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GTFormer: A Syntax-Free Graph Network Alternative to Transformers for 8192$\times$ Length Extrapolation in Linear Time
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The Structure Gap: When More Data Cannot Replace Structured Reasoning
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Orthogonal and Parametrized Multi-Attribute Steering of LLMs
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BitFuFu considers abandoning 80MW Ethiopian Bitcoin mine acquisitionBitFuFu、エチオピアの80MWビットコイン採掘事業の買収断念を検討BitFuFuは、エチオピアの80MW規模のビットコイン採掘事業の買収を取りやめることを検討している。現運営会社と地元の電力供給会社との紛争が、取引を頓挫させる可能性がある。
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Strategyproof Deep Reinforcement Learning for Online Resource Allocation
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Regression Functions as Fields on Covariate Space: Evolution Equations, the Hessian, and Identification
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semanticfa: An R Package for Response-Free Semantic Factor Analysis of Psychometric Scales
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Can we trust LLMs to judge whether a research idea is novel?LLMは研究アイデアの新規性を判定できるか、Hugging Faceが検証を紹介Hugging Faceの記事は、LLMに研究アイデアの新規性を判断させて信頼できるのかという問いを扱っている。AIを研究評価に使う際の信頼性を検討する内容である。
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Follow the Gradient: Tracing Safety Degradation Back to Training Data
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Keeping Inference in the Radio: Design and Measurement of a Spiking Accelerator for mmWave ISAC Activity Recognition
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HGPRGDel: GPR-Aware Learning and Ranking for Growth-Coupled Gene Deletion Design