PowerScale Deep Learning Infrastructure with NVIDIA Systems for Autonomous Driving with #ReinforcementLearning! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless
SYSTEMS
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Single SSD Better Than Two Wasting PCIe Lanes
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Not 2 SSDs, only 1, you're wasting pcie lanes That's for starters
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Compute as Energy Systematic Flow and Thermodynamic Order
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I see compute as the energy systematic flow, Tom. For analogy, a cell uses the free energy of the sun to create order, will dissipating waste to the outside, thus respecting the Second Law of Thermodynamics.
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C-Payne PCIe Redrivers Retimers Zero Errors Performance
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C-Payne redrivers and retimers are THE ONLY WAY to go I stress test my systems really well, and for each PCIe slot, I had to configure the redriver settings separately ZERO ERRORS
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Epyc Genoa CPU Selection for AI Infrastructure Budget
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Epyc Genoa would be my top choice You don't wanna cheapen on CPU or PSU, they can become a bottleneck It comes down to budget and tradeoffs What is your budget?
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Containers Enable Scalable Enterprise Growth Through Isolation
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By running applications in isolated containers, organizations gain stronger protection, consistent performance, and simplified operations, which together shape a reliable foundation for scalable growth and sustainable enterprise value. Microblog @antgrasso #DigitalTransformation
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Reasoning Models Show Resilience Across Parsing Methods
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Reasoning-first models stayed resilient Claude Sonnet 4, Gemini 2.5 Pro, and o4-mini showed minimal sensitivity to parsing methods—their strong reasoning held steady across formats.
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HuggingFace Hub Physical Infrastructure in Single Data Center
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Wondering about the physical footprint of the HF Hub if it were in a single data center. To be honest, it'd probably be way smaller than this.
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Fundamentals for Building an AI Server Infrastructure
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some basics if you wanna build an AI server
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Biological Consciousness Architecture May Exceed Self-Organizing Neural Discovery
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The biological consciousness conjecture may be wrong. Perhaps consciousness is not intercellular and intraorganismic, or it depends on an architecture that is too complicated to be discovered independently by the self organizing brain of each organism that is possessed by it.