Latest stories
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Power delivery failures in SambaNova SN40L rack deployments
Deploying SambaNova SN40L racks requires precise power and thermal validation to avoid instability. Common mistakes include insufficient PDU margin testing and overlooking…
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Common fine-tuning mistakes that ruin Llama 3.3 enterprise deployments
Avoid deployment failures by managing data quality, quantization precision, and catastrophic forgetting. While Llama 3.3 70B offers cost advantages, its 0.11 completion…
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Helsing’s defense AI growth and Ukraine drone deployments
Munich-based Helsing has reached an $18 billion valuation following rapid capital raises. The company provides AI-equipped HX-2 strike drones and CA-1 Europa…
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Understanding Anthropic Claude Enterprise pricing and usage
Claude Enterprise uses a dual billing model combining $20 monthly seat fees with usage-based API rates. Organizations must manage variable token costs…
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Scale AI valuation shifts as defense revenue grows
Scale AI faces a revenue guidance drop to $1 billion in 2026 following a Meta investment that caused major clients like OpenAI…
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Why your Pinecone RAG pipeline fails in production
Improving RAG retrieval accuracy requires addressing chunking errors, embedding drift, and lexical misses. Implementing structure-aware chunking can improve accuracy by 25% to…
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Risks in Intel’s Falcon Shores delays for Argonne’s Aurora 2 upgrade
Intel’s shifting GPU roadmap and the transition to Falcon Shores create hardware gaps that threaten exascale deployments like Argonne National Laboratory’s Aurora…
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Samsung Foundry and Tenstorrent build next-generation AI chiplets
Samsung Foundry manufactures Tenstorrent’s RISC-V Wormhole AI chiplets using the SF4X 4nm process. Led by Jim Keller, Tenstorrent aims to provide an…
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Groq LPU inference pricing edge over NVIDIA H100s
Groq provides a cost advantage for Llama 3.3 70B workloads compared to NVIDIA H100s when using highly optimized hardware. While Cerebras offers…
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xAI Colossus vs Microsoft Stargate: AI supercomputer efficiency
xAI’s Colossus cluster in Memphis delivers better training cost per watt than the Stargate project due to its 2 gigawatt capacity and…
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What changed in CoreWeave’s $2.3B debt refinancing this month
CoreWeave’s new $2.6 billion DDTL 5.5 facility shows rising capital costs, with interest spreads jumping to SOFR plus 550 basis points. The…
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The $7 billion NVIDIA arrangement and Poolside’s coding AI strategy
NVIDIA has entered a $7 billion agreement with Poolside to license Model Factory software and hire 109 engineers. This strategic pivot follows…