Infrastructure & Hardware
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Showing 121–149 of 149
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Sponsored: Making data centers ready for AI workloads with rack-level coolingMaking data centers AI-ready with rack-level cooling (sponsored)As AI workloads mature and scale, organizations must decide where high-density compute will run. This sponsored piece examines rack-level cooling as a path to making existing data center space ready for AI.
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Nvidia's Groq acquihire is on the DOJ's radar, but it's already too lateNvidia's $20B Groq acquihire draws DOJ scrutiny, likely too lateThe DOJ is reportedly examining Nvidia's roughly $20 billion acquihire of Groq. The Register argues that unwinding the deal would change little, since a growing list of inference-chip alternatives is already positioned to fill Groq's place.
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The EPA Is Planning to Scrap Public Review Rules for Data Center PollutionEPA moves to end public comment on data center air permitsThe US EPA proposed scrapping a federal rule requiring states to notify the public and take comments before issuing air-pollution permits, covering data centers and the power plants feeding them. About 200 advocacy groups and a dozen-plus states oppose it.
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Rethinking Heterogeneous System Disaggregation for Subquadratic Attention
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Embodied-BenchForge: A Closed-Loop Agentic Workflow for Embodied Benchmark Construction
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Expert-Space Exploration in MoE Reinforcement Learning
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Diffusion Models and Concept Formation
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Kraken: LLM-based Speech-to-Speech Translation via Low-bitrate VQ and Dual-path Source Conditioning
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DynSHAP: Towards Explainable Dynamic Survival Analysis
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Plans for 120MW data center withdrawn in Lombardy, Italy120MW data center plan withdrawn in Lombardy, ItalyPlans for a 120MW data center in Lombardy, Italy have been withdrawn. The local mayor said the municipality never received the data it needed for the grid connection, making power-infrastructure requirements the deciding factor in the project's fate.
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Investigating Temporal Motion Features for Pose-to-Text Indian Sign Language Translation
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Generative Retrieval for Unsupervised Text-Based Person Search
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Tracing and Coordinating Cross-Layer Influence for Multimodal Model Merging
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Don't sleep on wraptureDumpleton's wrapture unifies Python mocking and tracingGraham Dumpleton released wrapture, a Python monkey patching library serving both unit testing and New Relic-style observability. Near-daily tutorials since its August 31 debut cover call recording as trees, phased behaviour across successive calls, and patching attributes, dictionaries and generators.
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4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling
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K-Bench: A Benchmark for LLM Unlearning in Agentic Deployments
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Interpreting the predictions of neural network classification based on a Taylor Coefficient Analysis (TCA)
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Orbital partners with Reflex Aerospace for space data center constellationOrbital partners with Reflex Aerospace on space data center constellationOrbital has partnered with Reflex Aerospace to build a constellation of data centers in space. The deal gives the experienced German developer its first US customer, and Reflex has promised to supply its technology to Orbital exclusively.
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Unified Agentic Video Editing Across Levels of Complexity and Creativity
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Microsoft targets 38GW of data center capacity in 2032 - reportMicrosoft targets 38GW of data center capacity by 2032, report saysMicrosoft is reportedly targeting 38GW of data center capacity by 2032. The company currently operates around 12GW, so the goal would mean more than tripling its footprint over roughly six years.
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Oracle delivered 300,000 GPUs in Q1 FY2027Oracle delivered 300,000 GPUs in Q1 FY2027Oracle said it delivered 300,000 GPUs in the first quarter of its 2027 fiscal year. Executives also teased a "new agentic AI accelerator," and the figure points to a sharp expansion in the compute capacity the cloud provider is supplying.
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Residual Vector-based Reconstruction as Long-Context Recall Regardless of Context Window Size
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Amid data center public backlash, Yvette Eden Ruiz joins OpenAI’s Community Engagement team from JPMorganOpenAI hires JPMorgan's Yvette Eden Ruiz for community engagementOpenAI has hired Yvette Eden Ruiz from JPMorgan for its Community Engagement team. The move comes as public backlash against data centers grows into an issue heading into the midterms, with OpenAI looking to reshape how it communicates.
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Calibrated Ambiguity in Multimodal Language Models: Humans reach for cultural references, while models describe the picture
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The House with a Million Windows: Interactive Fiction for Narrative Restorying
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DeepSeek's new model sets a template for powerful LLMs that run leanDeepSeek V4.1 Flash sets a template for powerful LLMs that run leanDeepSeek's new V4.1 Flash model shows that a bigger model does not necessarily require more GPUs to serve. The Register frames it as a template for powerful LLMs that can run lean, decoupling model scale from serving footprint.
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Confidence-Gated Transductive Test Generation for Code Reranking
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AMDKernelVault: Large-Scale Datasets and Agentic Training for AMD GPU Kernel Optimization
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Representation-based Masked Diffusion Model