Thanks for the feedback. The only problem with VRAM, disk, and quant options is that they are framework specific. Disk is maybe the most obvious or feasible one for a given precision (like bf16)
AI HARDWARE
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H2O AI Super Agent with NVIDIA enables enterprise AI execution
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http://
H2O.ai + @nvidia H2O AI Super Agent™ brings together:
• generative reasoning
• predictive intelligence
• multi-agent orchestration → moving from AI assistance to AI execution With NVIDIA Run:ai (and upcoming Agent Toolkit support), enterprises can run -
Inference VRAM Complexity Depends on Framework Implementation
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I was thinking about inference VRAM as well, but this one is so tricky because it depends on the implementation/framework one is using
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Axelera AI Partners with DeGirum for Edge AI Solutions
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We're excited to announce our partnership with DeGirum, bringing their PySDK and face recognition platform to Axelera AI's Metis® edge AI accelerators for a powerful, production-ready edge AI solution. What our customers get with DeGirum: * Industry-leading inference performance on Metis hardware * An easy-to-use platform for building and deploying AI solutions * An accessible platform that removes barriers to edge AI deployment * Axelera customers receive one year of premium technical support from DeGirum at no cost The best edge AI outcomes come from pairing the right software with the right hardware. That's exactly what this partnership delivers. Read the full announcement: eu1.hubs.ly/H0sKxpT0 #EdgeAI #ComputerVision #AIAcceleration
→ View original post on X — @axeleraai, 2026-03-17 16:22 UTC
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China Approves Commercial Brain Implants for Market
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Read more: https://
tech.therundown.ai/p/china-greenl
ights-commercial-brain-implant
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China’s BCI approval, Starcloud satellites, and Samsung’s foldable pivot
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Top stories in tech today: – China approves world’s first commercial BCI
– Starcloud wants 88K AI satellites in orbit
– New blood test may predict how long you live
– Samsung kills its trifold after three months – Quick hits on other tech news -

Jensen’s AI Timeline Predictions May Have Been Conservative
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Jensen was right. And might even have been conservative with his timelines.
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DLSS 6 Enables Real-Time 3D Asset Final Rendering
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DLSS 6 mode on about to take greyboxed 3d assets to final render. Ai video-to-video foreshadowed this; many said it could never happen in real time. Yet here we are.
— Bilawal Sidhu (@bilawalsidhu) 17 mars 2026
pic.twitter.com/PC3JwZHlEFDLSS 6 mode on about to take greyboxed 3d assets to final render. Ai video-to-video foreshadowed this; many said it could never happen in real time. Yet here we are.
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India’s AI Infrastructure Challenge for Future Growth
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India is moving fast towards an AI-powered future. But one question will shape how far we go: Are we ready to power this transformation? Because AI growth isn’t just about breakthroughs, it’s about the infrastructure that sustains them. At the pre-summit hosted by Hitachi