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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 1 day ago · ai

    Why reinforcement learning plateaus without representation depth (and other key takeaways from NeurIPS 2025)

    Every year, NeurIPS produces hundreds of impressive papers, and a handful that subtly reset how practitioners think about scaling, evaluation and system design....

    #reinforcement learning #representation depth #NeurIPS 2025 #scaling laws #model evaluation #system design #machine learning research
  • 5 days ago · ai

    Glitches in the Attention Matrix

    A history of Transformer artifacts and the latest research on how to fix them The post Glitches in the Attention Matrix appeared first on Towards Data Science....

    #transformers #attention mechanism #deep learning #machine learning research #model artifacts
  • 1 week ago · ai

    DatBench: Discriminative, faithful, and efficient VLM evaluations

    Article URL: https://arxiv.org/abs/2601.02316 Comments URL: https://news.ycombinator.com/item?id=46515648 Points: 6 Comments: 0...

    #vision-language models #VLM evaluation #benchmark #DatBench #discriminative evaluation #faithful metrics #efficient benchmarking #machine learning research #arXiv
  • 2 weeks ago · ai

    Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and Tetris

    Article URL: https://kywch.github.io/blog/2025/12/curriculum-learning-2048-tetris/ Comments URL: https://news.ycombinator.com/item?id=46445195 Points: 6 Comment...

    #curriculum learning #reinforcement learning #deep learning #game AI #2048 #Tetris #machine learning research
  • 3 weeks ago · ai

    Navigating the New AI Epoch: DeepMind’s Strategy in the Race to AGI

    Overview In the global sprint toward Artificial General Intelligence AGI, every passing month matters. At Google DeepMind’s London labs, the race feels like a...

    #DeepMind #AGI #Artificial General Intelligence #AI strategy #large-scale models #machine learning research #AI scaling
  • 1 month ago · ai

    When Deep Learning Meets the Devil's Wheel: RL for European Roulette (Part 1)'

    Part 1: The Theory, The Math, and The Architecture Disclaimer If you somehow manage to turn a profit with any of these techniques, I’m expecting my cut. Seriou...

    #deep reinforcement learning #RL #European roulette #stochastic environments #machine learning research #simulation #probabilistic modeling #AI experimentation
  • 1 month ago · ai

    OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution

    Article URL: https://algorithmicsuperintelligence.ai/blog/openevolve-overview/index.html Comments URL: https://news.ycombinator.com/item?id=46211861 Points: 7 C...

    #LLM #evolutionary algorithms #algorithm discovery #machine learning research #OpenEvolve
  • 1 month ago · ai

    [Paper] Ensemble Performance Through the Lens of Linear Independence of Classifier Votes in Data Streams

    Ensemble learning improves classification performance by combining multiple base classifiers. While increasing the number of classifiers generally enhances accu...

    #ensemble learning #data streams #linear independence #machine learning research #model sizing
  • 1 month ago · ai

    [Paper] Anomaly Detection with Adaptive and Aggressive Rejection for Contaminated Training Data

    Handling contaminated data poses a critical challenge in anomaly detection, as traditional models assume training on purely normal data. Conventional methods mi...

    #anomaly detection #adaptive rejection #contaminated data #machine learning research #unsupervised learning
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