Infrastructure & Hardware
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Showing 61–90 of 149
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FlashVector: Agent for Hierarchical Model Serving Stack Optimization
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Indian renewable firm Waaree forms new data center subsidiaryIndia's Waaree sets up data center subsidiary AurovaultIndian renewable firm Waaree Renewable Technologies has formed Aurovault Data Centers, wholly owned by its subsidiary Waaree Green Data Centers. Aurovault plans hyperscale, AI-ready and edge sites plus colocation in India and abroad, but has yet to begin operations.
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OPEN-1B: A Fully Auditable Training Run
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Large Language Models Develop Belief State Geometry In-Context
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AirTrunk partners with Emergence Quantum to explore cryogenic cooling in data centersAirTrunk and Emergence Quantum to explore cryogenic data center coolingAirTrunk signed an MoU with deep tech firm Emergence Quantum to explore cryogenic cooling and quantum computing in data centers. The pair say cryo-cooling can significantly improve the speed and energy efficiency of today's silicon chips and underpins future systems.
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Are diamonds a data center's best friend?Akash Systems brings diamond cooling to the data hallDCD profiled Akash Systems, which uses diamond to cool data center servers. Co-founder and CCO Surana says the team always carries a pebble-shaped diamond and slices through a block of ice as if it were butter to demonstrate its thermal conductivity.
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What should Britain expect from its next generation of data centers?What Britain should expect from its next data centersA DCD opinion piece argues Britain's data center debate is shifting from how fast to build to what communities get back. Compute capacity still matters, but residents now ask about local power, water, land and environment as PM Andy Burnham presses for tangible benefits.
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Self-Emergence Agent Architecture:Behavior-Inertia HMM, Reflexive Metacognition,and Social-Contrastive Self-Modeling
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Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs
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Zero-shot narrative detection in social messaging
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Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems
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Sponsored: Why cooling media quality monitoring is becoming a critical part of data center liquid cooling strategiesWhy cooling media quality monitoring matters for liquid coolingIn a sponsored DCD piece, Badger Meter's James Arnold argues that as AI, HPC and cloud push rack densities higher and liquid cooling becomes foundational, the quality of the cooling media itself deserves as much attention as thermal performance and system design.
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Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARENVIDIA FLARE scales federated learning across Docker, K8s and SlurmNVIDIA showed how to scale federated learning with FLARE across Docker, Kubernetes and Slurm. Projects start with one server and a few clients, but as sites multiply the execution backends diverge; FLARE deploys the same job to each to contain operational overhead.
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Digital Realty, Colovore, Hut 8, CoreSite, and DataBank file to build data centers in TexasFive operators file to build Texas data centersDigital Realty, Colovore, Hut 8, CoreSite and DataBank have all filed to build data centers in Texas. The Lone Star State continues to appeal to operators, drawn by comparatively accessible power and land as capacity demand keeps climbing.
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AVK launches dedicated funding arm to own and operate onsite power solutions for data center customersAVK launches AVK Capital to own and operate onsite powerAVK, an onsite power developer for data centers, has launched AVK Capital to fund, own and operate power infrastructure as a service. Backed by Partners Group's investment last month and over $1 billion of planned equity, it offers developers powered sites without the capital cost.
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Cross-Domain Inference for Human Localization: Applying Wi-Fi RSSI Data to CSI-Trained Models
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Digital Parks Africa expands into Nigeria, plans data center in LagosDigital Parks Africa expands into Nigeria with a Lagos data centerDigital Parks Africa is expanding into Nigeria with plans for a data center in Lagos. The operator's existing facility has won deals to host Bull and Nvidia hardware, reflecting growing demand for AI-capable capacity across the continent.
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ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers
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FirmCORe: A Benchmark for Structured Reasoning about Inter-Firm Collaboration Opportunities
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An Empirical Study of Counterfactual Self-Explanations in LLMs
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Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics
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High-Fidelity Digital Twin Data Models by Randomized Dynamic Mode Decomposition and Deep Learning with Applications in Fluid Dynamics
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Scaling-Score Conformal Prediction for Multi-Target Regression
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Sample-Conditioned Representation Selection for Audio Few-Shot Learning
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Repurposing Unified Topological Signatures for Graph Representation Learning
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Canada's Bell to quadruple capacity at planned Saskatchewan data center campusCanada's Bell to quadruple its Saskatchewan data center campusCanadian carrier Bell plans to quadruple capacity at its proposed Saskatchewan data center campus, adding 900MW with room for further expansion. The upsizing follows a pattern of North American campus plans being revised upward around large AI power blocks.
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Learning Options for Compositional Motor Control with Adapter Banks
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RiskChainBench: A Benchmark for Obfuscated Platform Message Restoration and Evidence-Grounded Web Investigation
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Anatomical Grounding and Leakage-Aware Multimodal Contrastive Learning for Alzheimer's Disease Classification from Structural MRI
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Task-Directed Residual AddUNet:Perfect-Reconstruction Routing for Full-Rate Representations