It was probably necessary for the image models to get really, really good before a truly useful AI computer use was possible.
AI
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NVIDIA Megatron Core Adds Muon and Advanced Optimizers for LLM Training
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Training Kimi K2 and Qwen3 30B-scale models efficiently requires more than standard data-parallel tricks. NVIDIA Megatron Core now provides end-to-end support for emerging higher-order optimizers like Muon, alongside research optimizers such as MOP and REKLS, to push training
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Speculative Decoding Accelerates RL Post-Training Rollouts
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"Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding" Speculative decoding for RL rollouts! This paper speeds up post-training without changing the target policy’s sampling distribution. So a draft model proposes multiple tokens, and the policy
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How AI Is Powering the Next Generation of Robotaxis
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How #AI is powering the next generation of robotaxis
by @tim @rafeuddin_ @ian_bott_artist @BobHaslett @ft Learn more: https://
bit.ly/3QH8bEE #ArtificialIntelligence #ML #MachineLearning -
ASI’s potential for permanent advantage via chip innovation
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I agree those bottlenecks imply it won’t go foom overnight but an RSI-ing ASI may well invent better chip production process, better ways to use current chips, etc. in a way that adds up to permanent advantage.
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Local LLMs Web Stack Setup With SearXNG Firecrawl and Camofox
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PRO TIP Using local LLMs? Give them a web stack My setup: – SearXNG: candidate source discovery – Firecrawl: known-URL scraping and crawling – Camofox: browser fallback when JS/interaction gets annoying Search → Extract → Interact Tell your favorite agent to set this up,
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Tenstorrent Galaxy Blackhole Deploys DeepSeek 671B at 350 t/s/u
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That's a wrap on TT-Deploy! ICYMI we launched Tenstorrent Galaxy™ Blackhole deployed at scale with industry winning benchmarks including: – @deepseek_ai 671B at 350+ t/s/u, with a roadmap to 500 t/s/u at $6 per million tokens, extending the low-cost serving curve where GPU
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Humanoid Robot Demos Could End Manual Labor, Including ‘Oldest Profession’
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Many cancers can be taken care of if caught early. Colon cancer. Skin cancer are two. Same here. Outcomes are dramatically better if we catch them early.
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AI Hallucinations are Temporary
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Love Germany. I'm half German. When it's nice there it's really nice.
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User Abandons Comet Browser After Shortcuts Feature Removal
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I switched back to Chrome literally a couple days ago. Comet removed their /shortcuts from the assistant and it was the thing I used the most in Comet. When they did that, I bailed. I still like Perplexity but Comet dropped the ball with that change.