Tag: nvidia
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The Post-GPU Era: What 2030 AI Hardware Actually Looks Like
AI hardware is fracturing beyond GPUs into specialized training, inference, and edge chips. Here is a grounded picture of what 2030 AI hardware looks like and why.
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What Happens When Inference Becomes Free: Commoditization and Nvidia's Strategic Response
AI inference costs have dropped 100x since 2022. When they drop another 100x, Nvidia's current revenue model breaks. Here's what that transition actually means.
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Why the GPU Isn't the Endgame: The Physics Case for Specialized Inference Chips
GPUs dominate AI training, but inference economics are forcing a reckoning. Here's the physics argument for why specialized chips win the next decade.
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Software Always Eats the Hardware Advantage — Here's Why AI Will Be No Different
IBM, Intel, Sun — every hardware dominance in computing fell to software. Nvidia's AI chip position follows the same historical pattern. Here's when and how.
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The Truth About Mac vs. NVIDIA for AI — I Tested Both
Apple Silicon vs NVIDIA GPU for local AI compared honestly with benchmark numbers — tokens per second, prompt processing speed, power draw, and VRAM vs unified memory. Which to buy for LLM inference, fine-tuning, and training.
