Tag: neural networks

  • Hacker News: Paper finds provably minimal counterfactual explanations

    Source URL: https://ojs.aaai.org/index.php/AIES/article/view/31742 Source: Hacker News Title: Paper finds provably minimal counterfactual explanations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development and implementation of a new algorithm known as Polyhedral-complex Informed Counterfactual Explanations (PICE). This algorithm is significant for AI professionals, as it enhances the interpretability and robustness of…

  • Hacker News: When machines could see you

    Source URL: https://dnlserrano.github.io//2024/10/20/when-machines-could-see-you.html Source: Hacker News Title: When machines could see you Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the historical development of facial recognition technologies, particularly highlighting the contributions of Geoffrey Hinton and the Viola-Jones algorithm. It emphasizes the transition from earlier methods used for face detection to modern…

  • Hacker News: Implementing neural networks on the "3 cent" 8-bit microcontroller

    Source URL: https://cpldcpu.wordpress.com/2024/05/02/machine-learning-mnist-inference-on-the-3-cent-microcontroller/ Source: Hacker News Title: Implementing neural networks on the "3 cent" 8-bit microcontroller Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the implementation of a neural network-based inference engine for recognizing handwritten digits (from the MNIST dataset) on extremely low-end microcontrollers, specifically the Padauk 8-bit microcontroller series. It…

  • Simon Willison’s Weblog: Quoting François Chollet

    Source URL: https://simonwillison.net/2024/Oct/16/francois-chollet/ Source: Simon Willison’s Weblog Title: Quoting François Chollet Feedly Summary: A common misconception about Transformers is to believe that they’re a sequence-processing architecture. They’re not. They’re a set-processing architecture. Transformers are 100% order-agnostic (which was the big innovation compared to RNNs, back in late 2016 — you compute the full matrix of…

  • Hacker News: LLMs don’t do formal reasoning – and that is a HUGE problem

    Source URL: https://garymarcus.substack.com/p/llms-dont-do-formal-reasoning-and Source: Hacker News Title: LLMs don’t do formal reasoning – and that is a HUGE problem Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses insights from a new article on large language models (LLMs) authored by researchers at Apple, which critically examines the limitations in reasoning capabilities of…

  • Slashdot: After Winning Nobel Prize, Geoffrey Hinton Said He Was Proud Ilya Sutskever ‘Fired Sam Altman’

    Source URL: https://slashdot.org/story/24/10/09/1949256/after-winning-nobel-prize-geoffrey-hinton-said-he-was-proud-ilya-sutskever-fired-sam-altman?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: After Winning Nobel Prize, Geoffrey Hinton Said He Was Proud Ilya Sutskever ‘Fired Sam Altman’ Feedly Summary: AI Summary and Description: Yes Summary: The text discusses Geoffrey Hinton’s recent Nobel Prize award, highlighting his contributions to artificial neural networks and AI. It mentions a notable reference to Ilya Sutskever,…

  • Hacker News: Geoffrey Hinton says he’s proud Ilya Sutskever ‘fired Sam Altman’

    Source URL: https://techcrunch.com/2024/10/09/after-winning-nobel-for-foundational-ai-work-geoffrey-hinton-says-hes-proud-ilya-sutskever-fired-sam-altman/ Source: Hacker News Title: Geoffrey Hinton says he’s proud Ilya Sutskever ‘fired Sam Altman’ Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Geoffrey Hinton’s acceptance of a Nobel Prize for his contributions to artificial neural networks, highlighting a significant event in the AI community involving the controversial firing…

  • The Register: Nobel Chemistry Prize goes to AlphaFold, Rosetta creators – another win for AI

    Source URL: https://www.theregister.com/2024/10/09/alphafold_rosetta_nobel_chemistry_prize/ Source: The Register Title: Nobel Chemistry Prize goes to AlphaFold, Rosetta creators – another win for AI Feedly Summary: Let’s just hope they don’t give the literature award to a bot, too This year’s Nobel Prizes are shaping up to be a triumph for AI. After awarding the physics prize to early…

  • Hacker News: Addition Is All You Need for Energy-Efficient Language Models

    Source URL: https://arxiv.org/abs/2410.00907 Source: Hacker News Title: Addition Is All You Need for Energy-Efficient Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a novel approach to reducing energy consumption in large language models by using an innovative algorithm called L-Mul, which approximates floating-point multiplication through integer addition. This method…

  • The Register: AI godfather-turned-doomer shares Nobel with neural network pioneer

    Source URL: https://www.theregister.com/2024/10/08/ai_godfather_wins_nobel_prize/ Source: The Register Title: AI godfather-turned-doomer shares Nobel with neural network pioneer Feedly Summary: First-ever awarded for contributions to artificial intelligence If you needed another sign that we’ve well and truly entered the AI age, here it is: The first Nobel Prize has been awarded for contributions to artificial intelligence. … AI Summary…