Infrastructure & Hardware
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Showing 121–150 of 210
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Enphase and Infineon deploy 900V GaN switches in solid-state transformers designed for AI data centersEnphase and Infineon deploy 900V GaN switches in data center SSTsEnphase and Infineon say they are deploying the world's first 900V GaN bidirectional switches in Enphase's solid-state transformer modules, claiming lower switching losses and fewer parts. The devices passed testing and are being integrated into IQ SST builds.
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NVIDIA Nemotron 3.5 Transcribe and Granary v2: Intelligent Multilingual Transcription You Can Prompt and AdaptNVIDIA releases open multilingual ASR model Nemotron 3.5 TranscribeNVIDIA released Nemotron 3.5 Transcribe, an open-weight, promptable model combining transcription, diarization, translation and audio Q&A. It covers 40 languages and up to an hour of audio with eight speakers, plus Granary v2 data.
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TPG eyes UK data center firm Ark - reportTPG reportedly eyes UK data center firm Ark at about $5bn valuationThe FT reports TPG is in talks to buy Ark Data Centres from Elliott at a valuation of about $5 billion. No deal is assured, and the companies declined to comment. Ark has 27 data centers across nine UK and Belgian sites, totaling over 560MW.
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Microsoft faces potential vote: Shareholders curious about its plans to tackle emissionsMicrosoft faces possible shareholder vote on its emissions plansTrillium Asset Management is backing a proposal asking Microsoft to explain how it will meet its 2030 emissions goals, noting emissions are 62% above the 2020 baseline. The vote is expected December 8, and Microsoft recommends shareholders vote against it.
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Gigawatt-scale off-grid data center campus proposed in Western AustraliaGigawatt-scale off-grid data center campus proposed in Western AustraliaGingerah Energy has filed plans near Broome for a 6.7GW renewable hub powering a 1GW data center campus, with a first stage of up to 240MW. Construction could start in 2029 and full build-out is targeted for 2038.
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Information-Theoretic Reliability--Safety Bounds and Finite-Alignment Dynamics in AI Knowledge Distillation
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Rethinking LLM Jailbreak Evaluation: Continuous Risk Landscapes Beyond Binary Outcomes
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Episodic looking - using reinforcement learning to bias perception enhances few-shot and continual learning with protection from forgetting
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Oracle CloudがGoogle TPU導入へ 2027年に提供を開始Oracle Cloud to adopt Google TPUs, with availability from 2027ITmedia reports that Oracle Cloud will adopt Google's TPUs and begin offering them in 2027. It signals cloud providers widening their AI accelerator sources. Service details and pricing are not confirmed yet.
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What Hallucinations Have We Measured? Semantic Illusion, Confabulation, and Expressed Uncertainty
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Accelerating Nonlinear MPC by Behavior Cloning with Separated Timescales: Application to Nuclear Reactor Load-Following
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Predict the Reward, Not the World: World Reward Models for ML Agents
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SpaceAct: Benchmarking 3D Spatial and Temporal Reasoning via Closed-Loop Action and Active Perception
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NVIDIAとAMD、MetaとのAI分野での提携拡大を発表 「Muse」の強化や次世代インフラ構築で協力NVIDIA, AMD expand Meta tie-ups with $3B and $1B investmentsNVIDIA and AMD each announced expanded strategic partnerships with Meta in AI, cooperating on development and operation of the Muse AI agent and on next-generation infrastructure. They also pledged investments in Meta ($3 billion from NVIDIA, $1 billion from AMD), as Meta builds out infrastructure with both in-house chips and external supply.
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「AIデータセンター」どこに作る? 工場跡地、廃校、洋上、宇宙――ユニークな立地戦略の狙いはJapan's AI data centers rise on factory sites, schools and at seaAI data center construction is accelerating in Japan, with sites ranging from former factories and closed schools to offshore and even space. The article examines the aims behind these unconventional location strategies.
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Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4NVIDIA CUDA 13.4 enables memory-enforced GPU sharing in KubernetesNVIDIA describes memory-enforced GPU sharing in Kubernetes using CUDA 13.4. Many AI workloads need only a fraction of a GPU, and giving each one a whole device leaves capacity idle. Sharing GPUs lets platform teams serve more workloads.
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Big Red gets cozy with Google to offer TPUs to AI customersOracle to offer Google TPUs on OCI alongside Nvidia and OpenAI expansionsOracle will be the first cloud outside Google to offer Google's TPUs, available on OCI from 2027. It also announced Nvidia Vera Rubin NVL72 availability, new OpenAI-based products, and a Snowflake partnership.
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When Should We Intervene at Test Time?
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Pushing Dexterity and Safety for In-Hand Object Pose Reaching That Works Remarkably Well
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Oracle will offer Google’s TPU AI chip via OCIOracle to offer Google's TPU AI chip via OCIOracle will offer Google's TPU AI chips through Oracle Cloud Infrastructure. It would be the first hyperscaler to provide Google's TPU outside of Google itself.
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VideoLVR: Latent Visual Reasoning over Grounded Video Evidence
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Amazon settles legal battle against AWS managers accused of data center deal kickbacksAmazon settles AWS managers' data center kickback caseAmazon has settled its legal battle against AWS managers accused of kickbacks in data center deals. The long-running case will continue with Northstar Commercial Partners as the defendant.
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LCM-Promo: An LLM-Based Uplift Model for Promotion Allocation
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NVIDIA RTX Spark Powers Neural Rendering and AI Characters in GamesNVIDIA RTX Spark brings neural rendering and AI characters to gamesNVIDIA presents RTX Spark, a new Windows PC platform for AI development, creation and gaming in slim laptops and compact desktops. Built on NVIDIA Blackwell RTX, it powers neural rendering and AI characters in games.
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GroundControl: Satellite-Conditioned Multi-View Diffusion for Reconstruction-Free Novel View Synthesis
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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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Google data center hearing in Hermantown, Minnesota, shut down due to protestsProtests shut down Google data center hearing in MinnesotaA hearing on Google's data center in Hermantown, Minnesota, was shut down due to protests. It was pushed back a day, but the project faces lawsuits and other challenges.
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Oracle CloudがGoogle TPU導入を発表、2027年に提供を開始。Oracle AI World 2026Oracle Cloud to add Google TPUs, with service launching in 2027Oracle announced it will bring Google's AI-specific TPU chips to Oracle Cloud Infrastructure, with Google TPU services becoming available from 2027. The announcement was made at Oracle AI World 2026.
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Strategyproof Deep Reinforcement Learning for Online Resource Allocation