Tag: mathematics

  • Hacker News: Artificial Intelligence for Quantum Computing

    Source URL: https://arxiv.org/abs/2411.09131 Source: Hacker News Title: Artificial Intelligence for Quantum Computing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the intersection of artificial intelligence (AI) and quantum computing (QC), outlining how AI techniques can address scaling challenges within QC. This cross-disciplinary approach highlights the potential for AI to revolutionize the…

  • Hacker News: How Public Key Cryptography Works, Using Only Simple Math

    Source URL: https://www.quantamagazine.org/how-public-key-cryptography-really-works-20241115/ Source: Hacker News Title: How Public Key Cryptography Works, Using Only Simple Math Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of public key cryptography, explaining its fundamental principles, historical development, and potential vulnerabilities posed by quantum computing. This is particularly relevant for security professionals…

  • Slashdot: AI Systems Solve Just 2% of Advanced Maths Problems in New Benchmark Test

    Source URL: https://science.slashdot.org/story/24/11/13/1244216/ai-systems-solve-just-2-of-advanced-maths-problems-in-new-benchmark-test?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: AI Systems Solve Just 2% of Advanced Maths Problems in New Benchmark Test Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the limitations of leading AI systems in solving complex mathematics problems presented in a new benchmark called FrontierMath. Despite achieving high accuracy on traditional math…

  • Slashdot: Google Research Chief Says Learning To Code ‘as Important as Ever’

    Source URL: https://developers.slashdot.org/story/24/11/11/1735220/google-research-chief-says-learning-to-code-as-important-as-ever?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Google Research Chief Says Learning To Code ‘as Important as Ever’ Feedly Summary: AI Summary and Description: Yes Summary: The text emphasizes the continued importance of coding skills amid the rise of AI in software development. Despite AI’s capabilities in code generation, human oversight remains essential. Google acknowledges the…

  • Hacker News: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI

    Source URL: https://epochai.org/frontiermath/the-benchmark Source: Hacker News Title: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes FrontierMath, a rigorous benchmark developed to evaluate AI systems’ mathematical reasoning capabilities using complex, original mathematical problems. Despite AI advancements, current models perform poorly, solving less…

  • Hacker News: SmolLM2

    Source URL: https://simonwillison.net/2024/Nov/2/smollm2/ Source: Hacker News Title: SmolLM2 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces SmolLM2, a new family of compact language models from Hugging Face, designed for lightweight on-device operations. The models, which range from 135M to 1.7B parameters, were trained on 11 trillion tokens across diverse datasets, showcasing…

  • Simon Willison’s Weblog: SmolLM2

    Source URL: https://simonwillison.net/2024/Nov/2/smollm2/#atom-everything Source: Simon Willison’s Weblog Title: SmolLM2 Feedly Summary: SmolLM2 New from Loubna Ben Allal and her research team at Hugging Face: SmolLM2 is a family of compact language models available in three size: 135M, 360M, and 1.7B parameters. They are capable of solving a wide range of tasks while being lightweight enough…

  • Hacker News: DeepSeek: Advancing theorem proving in LLMs through large-scale synthetic data

    Source URL: https://arxiv.org/abs/2405.14333 Source: Hacker News Title: DeepSeek: Advancing theorem proving in LLMs through large-scale synthetic data Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces DeepSeek-Prover, an innovative approach that leverages large-scale synthetic data to improve the capabilities of large language models (LLMs) in formal theorem proving. It highlights the challenges…

  • New York Times – Artificial Intelligence : Can Math Help AI Chatbots Stop Making Stuff Up?

    Source URL: https://www.nytimes.com/2024/09/23/technology/ai-chatbots-chatgpt-math.html Source: New York Times – Artificial Intelligence Title: Can Math Help AI Chatbots Stop Making Stuff Up? Feedly Summary: Chatbots like ChatGPT get stuff wrong. But researchers are building new A.I. systems that can verify their own math — and maybe more. AI Summary and Description: Yes Summary: The text discusses advancements…

  • Simon Willison’s Weblog: Quoting Terrence Tao

    Source URL: https://simonwillison.net/2024/Sep/15/terrence-tao/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Terrence Tao Feedly Summary: [… OpenAI’s o1] could work its way to a correct (and well-written) solution if provided a lot of hints and prodding, but did not generate the key conceptual ideas on its own, and did make some non-trivial mistakes. The experience seemed roughly…