There really isn't an algorithm in these new AI systems. More like billions of algorithms. And, no, I can't see Elon open sourcing his dataset that goes into training these billions of algorithms.
MACHINE LEARNING
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Databricks Named Leader in Gartner Magic Quadrant Reports
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Databricks has been named a Leader in two 2025 Gartner Magic Quadrant™ reports for Cloud Database Management Systems and for Data Science and Machine Learning Platforms! We believe this recognition highlights the strength of our open platform and new capabilities like Lakebase
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Autonomous Delivery Challenges: When Reality Meets Winter Conditions
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Autonomous delivery meets icy roads and suddenly the future looks very… human On slides, simulations, and sunny demo days, autonomy looks flawless.
But throw in ice, unpredictability, and real-world messiness — and things get interesting fast. It’s not a failure.
It’s a -
16-bit Integer Multiplication on Tenstorrent Hardware
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16-bit Integer Multiplication on @Tenstorrent: jasondavies.com/2026/tenstor…
→ View original post on X — @tenstorrent, 2026-01-22 13:54 UTC
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Free AI conference with Gemini Mastery Guide bonus
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Two ways to get it: 1/ Register for TODAY's free AI conference (8,000+ joined). Once you book, you'll get the Gemini Mastery Guide as a bonus: https://
conf.cosprints.ai/?8 30 speakers from Google AI, AWS, Microsoft, Deliveroo. Starts 11am NYC. 2/ Grab the guide directly here: -
Token Undertrain and Variance in Language Model Training
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Many papers! The tokens were significantly undertrained already last year, and the trend towards even fewer tokens likely just makes the variance worse! NanoGPT's small competition hides variance problems by gathering statistics over many seeds, IMHO just switch to medium size.
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World Models in Robotics Training
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True. World Models is what everyone in robotics is building. Trained on video data. See my latest post.
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Raleigh Uses AI Vision and Digital Twins for Safer Streets
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.@RaleighGov is proving how fast-growing cities can turn real-time AI into safer streets and smoother mobility.
— NVIDIA AI (@NVIDIAAI) 21 janvier 2026
By combining vision AI, digital twins, and AI agents, the city is transforming traffic management and urban response:
🚦 95% accurate vehicle detection to improve… pic.twitter.com/ZcdxjPYRwE.
@RaleighGov is proving how fast-growing cities can turn real-time AI into safer streets and smoother mobility. By combining vision AI, digital twins, and AI agents, the city is transforming traffic management and urban response: 95% accurate vehicle detection to improve -

New ‘Mini Companion’ Grok model appears, fast but old rollout mistake
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A new “Mini Companion” model option appears on Grok for iOS. It feels like an older Grok model and likely a mistake rollout. Super fast though
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The future of personal AI assistants is here, and it’s incredibly fun and addictive.
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"Being able to make my computer do things – anything – by just talking to an agent running inside it is incredibly fun, addictive, and educational (…) we’ve barely begun to tap into the potential of personal assistants. There’s no going back." https://
macstories.net/stories/clawdb
ot-showed-me-what-the-future-of-personal-ai-assistants-looks-like/
…