SVM and kNN are intellectually beautiful and practically capped. That's a real tension the field doesn't talk about enough. Theoretical cleanliness and empirical scalability pulled in opposite directions for basically the entire deep learning era, and scalability won every
AI
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Taste remains rare as AI enables functional execution
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Taste. Knowing what good looks like when anyone can produce something functional is a much rarer skill than people realize, and it doesn't get automated the same way execution does.
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Guggenheim Fellows Awarded in Computer Science and AI Research
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Congrats to all the winners of the @GuggFellows
! In computer science, this includes my friend and collaborator Ilias Diakonikolas (UWisc, Madison) and Vinod Vaikuntanathan (
@Vinod_MIT
, MIT) -
Compute constraints drive vendor switching in AI market
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The compute constraint is actually the most credible part of this. Friction with a current vendor is what makes teams open the door to alternatives. That's a real vulnerability and it has nothing to do with benchmarks.
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Champion-Led Sales: Arming Internal Advocates for AI Adoption
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This reframes the whole job. You're not closing your champion, you're closing their internal skeptics through them. The one-pager and ROI calculator aren't sales materials, they're your champion's armor for a meeting you'll never be in.
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Anthropic Mythos Shelved Reveals Company’s Current Technical Ceiling
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Mythos getting shelved is the more interesting signal here. Whatever they pulled back from tells you more about where Anthropic's ceiling currently sits than whatever ships today.
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ULTRA UGV Autonomous Drone Swarms Launch Without Human Control
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#Autonomous Warfare Breakthrough: ULTRA UGV Launches #Drone Swarms Without Human Presence
— Ronald van Loon (@Ronald_vanLoon) 16 avril 2026
by @Overland_AI_X#Innovation #Engineering #Tech #Technology #EmergingTech pic.twitter.com/qwHRGkE4LO#Autonomous Warfare Breakthrough: ULTRA UGV Launches #Drone Swarms Without Human Presence
by @Overland_AI_X #Innovation #Engineering #Tech #Technology #EmergingTech -
Colab Notebook Setup for AI Experimentation
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Glad it helps. The Colab notebook has all the setup already done, so it's pretty straightforward to start experimenting
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Gemma 4 Colab: Reinforcement Learning Sudoku Game Guide
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Gemma 4 Colab: https://
colab.research.google.com/github/unsloth
ai/notebooks/blob/main/nb/Gemma4_(E2B)_Reinforcement_Learning_Sudoku_Game.ipynb
… RL Guide: -
Unsloth Enables GRPO Training for Gemma 4 on Consumer GPUs
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Train Gemma 4 with reinforcement learning! Unsloth just added GRPO support for Gemma 4. You can now RL fine-tune Google's latest model on a consumer GPU. The example notebook teaches Gemma 4 to solve Sudoku puzzles autonomously. The model learns through trial and error with