Infrastructure & Hardware
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Showing 1–30 of 222
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キオクシア「設備投資を急がねば……」 2027年分は完売、メモリ供給追い付くかKioxia says 2027 capacity is sold out, will build a new fabMemory chipmaker Kioxia disclosed that its entire 2027 production capacity is sold out. To meet booming AI-driven memory demand, it will spend just under 500 billion yen a year on a new plant. The question is whether memory supply can catch up with demand.
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What could 1,000x more reliable quantum computation unlock?What 1,000x more reliable quantum computing could unlockAn opinion piece in DCD asking what becomes possible if quantum computation becomes 1,000x more reliable. It argues readers should start treating quantum computing as one element of the broader data center ecosystem. (Based on the excerpt only; detailed arguments not verified.)
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Beyond the grid: the maintenance challenges putting the data center boom at riskMaintenance gaps that could put the data center boom at riskAn opinion piece in DCD arguing that, beyond grid constraints, building maintenance challenges could put the data center boom at risk, and that maintenance needs more attention. (Based on the excerpt only; details not verified.)
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Sponsored: One security strategy. Four different data center realities.Sponsored: data center security should differ by siteThis sponsored piece argues that the strongest data center security strategies do not deploy identical controls everywhere. It makes the case for matching security controls to each facility's different reality.
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Google's AI satellite sends a very expensive haiku to EarthGoogle's orbital AI datacenter prototype beams a costly haiku to EarthAn experimental orbital datacenter prototype from Google used its TPU to produce poetry and sent a haiku back to Earth. The Register calls it a very expensive haiku.
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Europe’s AI ambitions are hitting a power bottleneckEurope's AI ambitions hit a power bottleneckData center demand is surging, but outdated grid infrastructure is stopping Europe from making full use of renewable energy. The article says this is creating a power bottleneck for Europe's AI ambitions.
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Serbia just elected the world's brainiest parliamentScience: Serbia's new parliament billed as world's brainiestA Science article calling Serbia's newly elected parliament the world's brainiest hit the Hacker News front page. It seems to focus on lawmakers' credentials, but no excerpt was available, so figures are unconfirmed.
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Backbone of a beast – charting Nvidia's rise to networking titanHow Nvidia's Mellanox bet made it a networking titanNvidia's $6.9B bet on Mellanox made it bigger than Cisco, and helped make it the world's most valuable company. The Register charts the rise of its networking business.
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dbreunig/nesformerEmulating an NES 6502 CPU inside Qwen3.5-4B's weightsInspired by Divyansh Agrawal, Drew Breunig baked a working Nintendo Entertainment System 6502 CPU emulator into the weights of Qwen3.5-4B, so NES ROMs such as Super Mario Bros run inside the model, very slowly. In a Hacker News comment he shared the Opus 5.5 prompts used to build it.
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Build a Validated Kubernetes Runtime for NVIDIA DynamoNVIDIA details how to build a validated Kubernetes runtime for DynamoTeams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA walks through building a validated Kubernetes runtime for Dynamo, its distributed inference framework, aiming to standardize how a chosen model setup becomes a running inference service and to cut operational effort.
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Run AI Models for Edge Application Development with Just a Few CommandsNVIDIA shows how to run AI models for edge app development in a few commandsAn NVIDIA developer blog post explains how to run AI models for edge application development with just a few commands. It frames the topic around AI expanding beyond the data center, as developers build agents that act at the edge, such as monitoring driver attention and cabin conditions.
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Flide: Accelerating Decision Inference with Exact State Forking
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Gradient Descent on Two ReLU Neurons: Global Landscape and Bifurcation Dynamics
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SATFRONT: Detecting Atmospheric Fronts with Satellite Data using Machine Learning
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Data center mooted in Glasgow by Scottish automotive firmScottish automotive firm floats Glasgow data center planA Scottish automotive company is sounding out the local council about building a data center near Cowlairs Park in Glasgow.
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The Knowledge Layer Model (KLM): Evidence-Visible AI Output, Routing Diagnostics, and Negative Results
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GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation
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When Does Jacobian Fine-Tuning Stabilize Neural PDE Emulators?
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TurnTurk-GPT: Text-Based Turn-Taking Prediction for Turkish
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SecPO: Principled Adversarial Training for Prompt Injection Security
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DAMI: Dual-Axis Memory Initialization for Enhanced Long-Context Retrieval in Gated Linear Attention
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Modular data center provider DXN loses neocloud customer contractModular data center firm DXN loses neocloud customer contractModular data center provider DXN lost a neocloud customer after the customer cancelled the deal following a shift in its business. The company was still paid for work already completed.
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Prune Gradually, Adapt Sparsely: Efficient Pruning of Large Language Models at Extreme Sparsity
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When Is a Game a Markov Decision Process? Correspondences Between Game Theory and Reinforcement Learning
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Optimizing Stochastic Policy Geometry for Few-Step Flow Reinforcement Learning
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DayOne signs MoU with Sembcorp to integrate power and energy solutions across APAC data centersDayOne signs MoU with Sembcorp on APAC data center powerDayOne signed an MoU with Sembcorp to integrate power and energy solutions across its APAC data centers, as part of the company's Bring Your Own Power initiative.
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Sponsored: The new age of contractual risk allocation in data center developmentSponsored: new age of contractual risk allocation in DC developmentA sponsored piece on how hyperscale and AI-driven demand is reshaping contractual liabilities across the data center development stack.
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Build Specialized Agents on a Stack You Control with NVIDIA NemoClawNVIDIA: build specialized agents on a stack you control with NemoClawAn NVIDIA developer blog post says an autonomous agent needs a model, a harness, and domain-specific tools. To deploy agents more securely, developers need a runtime that enforces policy, and the post presents NemoClaw as a way to build on a stack you control.
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Binary Sparse Codes: Where are we on Energy Efficient Representations?
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ReX-GG: a LLM Ensemble Pipeline for Relation-extraction and Graph Generation