The idea of a chromebook is directionally correct. A browser, a file system, a linux kernel and a shell is all you need for real work. It's more suitable for AIs to use though, than humans, who still seem to like having a bunch of native apps. Hence, Perplexity Computer.
COMPUTING
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AI Economy Requires Talent Across Five Critical Infrastructure Layers
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The AI economy is not just software. It is energy. Chips. Infrastructure. Models. Applications.
— NVIDIA (@nvidia) 13 mars 2026
And every layer needs people to build it.
At NVIDIA’s Five-Layer AI event, co-founder Chris Malachowsky, former secretary of commerce Gina Raimondo and Mike Rowe discussed why the… pic.twitter.com/l9mObQqPUtThe AI economy is not just software. It is energy. Chips. Infrastructure. Models. Applications. And every layer needs people to build it. At NVIDIA’s Five-Layer AI event, co-founder Chris Malachowsky, former secretary of commerce Gina Raimondo and Mike Rowe discussed why the
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Jensen Huang to Unveil AI and Computing Breakthroughs at GTC 2026
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The countdown to #NVIDIAGTC is on. In just three days, our CEO Jensen Huang will take the stage at the SAP Center for the GTC 2026 keynote. Tune in Monday, March 16 at 11 a.m. PDT to be among the first to hear the newest breakthroughs in AI and accelerated computing. Get ready
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JTok: Scaling LLMs with Token-Indexed Parameters
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Can LLMs achieve massive capacity gains without massive increases in computational cost? YES, say researchers from Shanghai Jiao Tong University and Xiaohongshu! They introduce JTok, a novel scaling method that uses lightweight "token-indexed parameters" to intelligently
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Anthropic releases Opus 4.6 with 1M context window
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Anthropic made Opus 4.6 with a 1M context window, generally available to all Claude Code users.
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Industrial Intelligence Reshapes Global Power Balance
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The defining shift of our era is Industrial Intelligence.
— Nina Schick (@NinaDSchick) 13 mars 2026
AI is turning intelligence into a strategic utility powered by energy, compute, chips, and infrastructure. The societies that build this new industrial base will shape the balance of power in the 21st century. pic.twitter.com/ErguoC90EOThe defining shift of our era is Industrial Intelligence. AI is turning intelligence into a strategic utility powered by energy, compute, chips, and infrastructure. The societies that build this new industrial base will shape the balance of power in the 21st century.
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Framework for Understanding Technical Organization Metrics
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A framework for making sense of metrics in technical organizations https://
buff.ly/2KXCf7N
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Replit HQ Live: Agent 4 Launch Recap Broadcast
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Live from Replit HQ – Agent 4 Launch Recap https://
x.com/i/broadcasts/1
aJbdbMAnpRKX
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TT-QuietBox 2: Local AI Computing for Desktop Workloads
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Meet the TT-QuietBox 2, whisper-quiet AI built for real workloads at your desk. Run up to 120B parameter models locally, accelerate smaller models across multiple chips, or run inference workloads without cloud dependency. Plug-in, boot up, and start developing immediately.
→ View original post on X — @tenstorrent, 2026-03-13 15:21 UTC
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Trade-offs between training throughput and inference efficiency in chips
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I think it's about trade-offs. As with so many things, there's no free lunch. Ie I don't think you can have a chip that is sota for training throughput but also sota in terms of inference efficiency at the same time
That being said, there are companies focused on inference chips