you should add the datasets to http://
hf.co/datasets for AI builders to use!
MACHINE LEARNING
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Add Datasets to Hugging Face for AI Builders
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Using Claude Code with Opus 4.5 to refactor Ubuntu in React Native
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brb i’m gonna use claude code with opus 4.5 to refactor ubuntu in react native
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Semantic vs Instance vs Panoptic Segmentation Explained
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Semantic vs Instance vs Panoptic Segmentation — explained
— Satya Mallick (@LearnOpenCV) 6 janvier 2026
🟦 Semantic Segmentation: assigns a class label (person, road, tree, sky, etc.) to every pixel.
✅ You know what the pixel is — ❌ not which exact object (person 1 vs person 2).
🧍♂️ Instance Segmentation: separates… pic.twitter.com/GKPORRq2PYSemantic vs Instance vs Panoptic Segmentation — explained Semantic Segmentation: assigns a class label (person, road, tree, sky, etc.) to every pixel. You know what the pixel is — not which exact object (person 1 vs person 2). Instance Segmentation: separates
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Mercedes Combines Model-Free and Model-Based Approaches
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Model-free + Model-based ! : “…alongside the end-to-end model, the Mercedes cars will also run more traditional software [GOFE]…, and a ‘safety policy evaluator’ will decide which of the two gets to take the wheel at any given moment, Huang said.” https://t.co/OQzIOQnWCT
— Ken Goldberg (@Ken_Goldberg) 6 janvier 2026Model-free + Model-based!: "…alongside the end-to-end model, the Mercedes cars will also run more traditional software [GOFE]…, and a 'safety policy evaluator' will decide which of the two gets to take the wheel at any given moment, Huang said."
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2026 AI Predictions from Industry Expert
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I started in AI almost 20 years ago, worked at both IBM and Amazon in AI, have been posting about AI for a decade, and have been sharing my AI and tech predictions for 8 years. Read my 2026 AI predictions here:
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Christian Jacobi on PyTorch Community and AI Deployment
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IBM’s Christian Jacobi (@IBM Fellow and CTO, IBM Systems Development) on why the PyTorch community matters for AI today, the role of open source, and what he’s hearing from clients deploying AI in core IT and business processes. 🎥 https://t.co/ZTwg7fz7xi pic.twitter.com/TdHLMNkbiT
— PyTorch (@PyTorch) 6 janvier 2026IBM’s Christian Jacobi (@IBM Fellow and CTO, IBM Systems Development) on why the PyTorch community matters for AI today, the role of open source, and what he’s hearing from clients deploying AI in core IT and business processes. 🎥 piped.video/Y_R4JMg2Vwo
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Hyperparameter Tuning and Agent Performance Limitations
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I don’t want to take too much credit — hyperparameter tuning for any given algorithm is a big deal, and I’m sure the others can perform well with more effort. I also have much better performing agents, but they won’t run on a laptop.
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RL Team Replicates Physical Atari Work, Compares Baseline Agent
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Another RL team replicated our Physical Atari work and compared my baseline agent against several standard algorithms. https://
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Deep Delta Learning: New Approach in Neural Networks
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Deep Delta Learning Zhang et al.: https://
arxiv.org/abs/2601.00417 #ArtificialIntelligence #DeepLearning #MachineLearning -
Tutorial: Building a Webcam-Controlled 3D Game
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Vu que je vois souvent passer ce genre de projets sur X, demain, si vous voulez, je lance un live Twitch vers 9h et on code un jeu 3D auquel vous pourrez jouer avec votre webcam. Je vous montre comment contrôler ce que vous voulez uniquement avec votre webcam (mains, visage,