Infrastructure & Hardware B
Showing 151–180 of 204
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uv 0.12.0Simon Willison walks through the breaking changes in uv 0.12.0's uv initSimon Willison covers Astral's release of uv 0.12.0, focusing on breaking changes to the default project scaffold produced by the uv init command versus the prior 0.11.x. He compares the output diff using a GitHub repo that auto-snapshots uv init results. Not a core AI topic but exported as an attention item, so summarized as usual. The full set of other breaking changes is truncated in the excerpt.
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Developing Healthcare Robotics with GPU-Native Medical Physics SimulationNVIDIA on healthcare robotics via GPU-native medical physics simulationNVIDIA's developer blog outlines an approach to developing healthcare robotics using GPU-native medical physics simulation. Unlike autonomous driving or industrial robotics, healthcare robotics cannot rely on internet-scale data collection or unlimited real-world experimentation, making physics-based simulation central to generating training data and validating behavior. Note: specific platform/tool names, simulation architecture, and quantitative benchmarks are not confirmed here.
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$π\mathbf{R}^2$: Reactive Real-time Flow Policies
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Spend Experts Where You Are Unsure: Confidence-Adaptive Routing for Mixture-of-Experts LoRA
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Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions?
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Instruction-Tuned Models Locally Reuse Human Syntax More Than Humans Do
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Pictura: Perspective-View Self-Play at Scale for Driving
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Physics-Aware End-to-End Deep Reinforcement Learning for Quadcopter Control with Actuator Dynamics
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Quasi-SVD: Learning a Lie-constrained matrix factorisation for real-time imaging
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Polistemics: Evaluating LLMs as Information Mediators in Politics & Elections
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MODUS: Decoder-Only Any-to-Any Modeling of Diverse Modalities
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European modular data center company Cyanis AI raises €250,000 in pre-seed financingEuropean modular data center startup Cyanis AI raises €250K pre-seedCyanis AI, a European modular data center company, has raised €250,000 in pre-seed financing. The startup plans an initial 10MW deployment, positioning its modular infrastructure to meet growing AI-driven compute demand.
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Flexential acquires 110 acres outside Dallas, Texas, for 108MW data center campusFlexential buys 110 acres near Dallas for a 108MW data center campusFlexential has acquired 110 acres in Talty, outside Dallas, Texas, to build a 108MW data center campus. The site is planned as a three-building campus, expanding the operator's capacity amid strong demand.
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Penelope: Localized Latent Recurrence for Efficient Structured Reasoning
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AnnoBench: A Benchmark for Visualization Annotation Generation
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Nvidia to invest $5bn in Safe Superintelligence, Sutskever firm to substantially increase GPU computeNvidia to invest $5bn in Sutskever's Safe SuperintelligenceNvidia plans to invest $5bn in Safe Superintelligence, the AI lab founded by Ilya Sutskever. The firm, which had reportedly relied on Google TPUs, is expected to substantially increase its GPU compute capacity following the investment.
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Minimizing Targeted Activations: Input-Only Suppression of Evaluation-Awareness Latents in Large Language Models
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TSMC resumes production at Japanese fab following 7.1 magnitude earthquakeTSMC resumes output at Japan fab after magnitude 7.1 quakeTSMC has resumed production at its Japanese fab after a magnitude 7.1 earthquake forced a halt. The chipmaker said all on-site employees were evacuated and accounted for, signaling limited disruption to its semiconductor operations.
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Core Scientific secures AMD as customer at five sitesCore Scientific lands AMD as customer across five sitesCore Scientific has secured AMD as a customer across five of its sites. The deal begins at an initial 500MW and could expand to as much as 2.5GW, reflecting surging demand for AI compute capacity.
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Stemma: Induced Decision Regions Reveal LLM Provenance
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Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks
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A2TTA: Anchored-and-Agile Test-Time Adaptation for Evolving Traffic Sensor Networks
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AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding
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Earthjustice-led coalition urges EPA to reject Chemours PFAS for data center coolingCoalition urges EPA to reject Chemours PFAS for data center coolingAn Earthjustice-led coalition has urged the US EPA to reject Chemours' PFAS for use in data center cooling. The group accuses Chemours of relying on bad science, raising environmental and health concerns over the 'forever chemicals.'
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Prototype Adaptation for Zero-Shot sEMG Movement Classification
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Johnson Controls releases absorption chiller reference designJohnson Controls unveils absorption chiller reference design for DCsJohnson Controls has released a reference design for an absorption chiller, outlining how data centers can reuse waste heat for cooling. The approach aims to improve energy efficiency and cut cooling costs amid rising thermal management demands.
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Sponsored: Water consumption by data centers: A wrong issue?Sponsored: rethinking how data center water use is measuredA sponsored piece argues that measuring data center water consumption at the facility level is no longer sufficient. It calls for a comprehensive, full-lifecycle approach integrating energy production, geography, and climate. (Sponsored content.)
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SpectONet: A Physics-Guided Spectral Deep Operator Network for Euler-Bernoulli Beam Dynamics
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Loss Invariance Determines What Concept Layers Encode: Volume Grounding in Echocardiography
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Image Quality Dependent Degradation for AI Systems