Want a deeper understanding of AI inference, from real-time deployment to business impact? Read our glossary page https://
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COMPUTING
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Understanding AI Inference: Deployment to Business Impact
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AI Inference: Delivering Real-World ROI Through Production Models
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AI can’t deliver ROI until it’s optimally running in the real world. That’s where AI inference comes in. It’s the process of applying trained models to new data to make predictions, decisions, or generate responses in real time.
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TorchTitan Model Configuration and Zero3 Zero2 Trade-offs
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thanks for sharing the configs.
The model is too small for the defaults to be tuned around it. ( thanks @lessw2020 for looking into it).
Most folks who use TorchTitan don't quite train in that distribution.
Also, the zero3 -> zero2 is a compute/memory trade-off). -
Demis Hassabis on AI, AGI, and the Future of Computing
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Here's my conversation with @demishassabis, CEO of Google DeepMind, all about the future of AI & AGI, simulating biology & physics, video games, programming, video generation, world models, Gemini 3, scaling laws, compute, P vs NP, complexity, energy (solar & fusion), and much… pic.twitter.com/VhbqmBQHje
— Lex Fridman (@lexfridman) 23 juillet 2025Here's my conversation with @demishassabis
, CEO of Google DeepMind, all about the future of AI & AGI, simulating biology & physics, video games, programming, video generation, world models, Gemini 3, scaling laws, compute, P vs NP, complexity, energy (solar & fusion), and much -
Building Web UI for OSS Rebuild Data with Cloud Storage
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OSS Rebuild doesn't (yet) have a web UI… but it turns out their data is in a public Google cloud bucket, which means you can host your own web app in a separate cloud bucket and use fetch() to access their data! So I had Claude Code build and deploy a vibe-coded search UI
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AI Action Plan: Building Faster, Exporting Smarter, Scaling Securely
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The AI Action Plan is a blueprint for urgency – to build faster, export smarter, and scale securely. From data centers to deployment, inference must be at the core of an AI system. @GroqInc is already part of the American AI stack with American-made chips serving American-made
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NVIDIA Earth-2 Climate Resilience AI Initiative Launches
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NVIDIA’s Earth-2 initiative supports a thriving ecosystem with: Open-source AI recipes Training materials Climate simulation tools We’re building climate resilience, together.
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Physics-Based Models Limited by Computing Power for Weather
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It starts with a limitation: Traditional physics-based models are powerful, but constrained by computing. That means missing details like clouds and storms.
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AI and Dependability Define Industry 5.0 Manufacturing
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The next frontier in auto manufacturing? Combining AI with dependability. Industry 5.0 isn’t just about smart systems—it’s about systems you can trust. https://t.co/Dp7pdObqQK #sponsored #criticalmfg_iiot #Infineon_iiot #Industry50 #SmartManufacturing @IIoT_World @Infineon pic.twitter.com/Xx24UE0A9x
— Lucian Fogoros (@fogoros) 23 juillet 2025The next frontier in auto manufacturing? Combining AI with dependability. Industry 5.0 isn’t just about smart systems—it’s about systems you can trust. https://
buff.ly/JJRWigT #sponsored #criticalmfg_iiot #Infineon_iiot #Industry50 #SmartManufacturing @IIoT_World @Infineon