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StarGate: A ResearchGate, A DiscoveryGate, No OceanGate 🤢😱.

  • Writer: Borrow2Share
    Borrow2Share
  • 21 hours ago
  • 1 min read

Selling Gate Time?! OpenAI’s StarGate Project Could Be The World’s Biggest Simulator & Accelerator. Could Parallel The CERN’s LHC The World’s Largest and Most Powerful Particle Accelerator.


This Won’t Be Accelerating Particles Though, But AI and Scientific Workloads.

Enabling (Hopefully Accelerating Too) Research and Discovery Comparable To CERN.


So Computing Is Like Project Tasks. Some Things Can Be Done At the Same Time. That’s Parallelism. Other Things Are Sequential. Must Be Done One After The Other.


AI Executes Mostly Matrix Math. Lots of Parallelism. So SIMD Compute. More GPUs.

Scientific Requires More Sequential. So MIMD Compute. More CPUs.


Good To Do A Flex-Compute Build-Out and Time-Use. See Where The Future Compute Goes While Protecting The Downside. Say 75% AI Supercomputers with 25% General-Purpose Supercomputers.


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AI: Is Not A Substitute For Gifts, Talents, Craftsmanship.


Remember, We Still Got The Best ‘Natural’ Neural Net and Best Experiences. AI Be Your Co-Collaborator. Until The Agentic AI-Embodied Humanoids Can Really Wash, Dry, and Fold Your Clothes ;). Have No Fear. An Old Movie’s AI SkyNet Is Not Near!


(1) Desk Jobs: No- to Low- Brain Work Replaceable. Higher-Level Ideation, Abstraction, Gifts, Talents, and Potential IRreplaceable! ||


(2) Labor Jobs: No- to Low- Brain Hands-on Labor Replaceable. Higher-Level Fixers, Trouble-shooters, and Craftsmanship IRreplaceable!



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AI Supercomputers in 2025: Performance, Power & Sustainability Trends



Understanding Supercomputer Architectures - A Crash Course.



Modern Supercomputer Architectures



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Why Do Supercomputers STILL Need CPUs!


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Supercomputers: Two Main Types.

1. Symmetric MultiProcessing (SMP) - Monolithic 'cluster' with dependent nodes.


2. Massively Parallel Processing (MPP) - True Cluster with independent nodes.


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More On MPI Clusters:


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