think: GPUs, but Costco > aisles of Compute
> pallets of FLOPs the future where you buy VRAM
like you buy a rotisserie chicken i need to build this
@theahmadosman
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GPU Costco: Democratizing Compute Access at Scale
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Problem Solving Skills Drive Long Term Business Success
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>methods expire
>problems don't
>learn to be a PROBLEM SOLVER and
>you'll MAKE BANK no matter what -
DeepSeek Achieves 50x Attention Efficiency Breakthrough
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DeepSeek casually unlocked 50x attention efficiency in ~1 year > MLA is ~5.6x faster than MHA
> DSA is 9x faster than MLA never doubted you, you big beautiful whale -
YouTube Web Versus Mobile App Design Philosophy
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I like YT on web The mobile app is built to push you towards brainrot though
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AI Platform Optimization: Time Spent, Ads, and Negative Impacts
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platforms optimize for 2 things time spent
ads watched these 2 makes the most amount of money for them videos allow that and ai is gonna make this so much worse -
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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Budget and Specialized AI Models: The New Paradigm
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the real question is what is your budget? models are becoming specialized and smaller btw
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Comparing GPU Cloud Providers: Vast AI, Prodrun, Prime Intellect
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there are different options vast ai is the cheapest, but the quality is a hit or a miss (mostly miss) Prodrun comes after that Prime Intellect H100/B200 instances are really good
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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