Tag: research

  • Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP

    Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…

  • Hacker News: AlphaFold 3 Code

    Source URL: https://github.com/google-deepmind/alphafold3 Source: Hacker News Title: AlphaFold 3 Code Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the release and implementation details of AlphaFold 3, a state-of-the-art model for predicting biomolecular interactions. It includes how to access the model parameters, terms of use, installation instructions, and acknowledgment of contributors, which…

  • The Register: Alleged Snowflake attacker gets busted by Canadians – politely, we assume

    Source URL: https://www.theregister.com/2024/11/11/infosec_in_brief/ Source: The Register Title: Alleged Snowflake attacker gets busted by Canadians – politely, we assume Feedly Summary: Also: Crypto hacks will continue; CoD hacker gets thousands banned, and more in brief One of the suspected masterminds behind the widespread Snowflake breach has been arrested in Canada – but the saga isn’t over,…

  • Slashdot: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find

    Source URL: https://slashdot.org/story/24/11/10/1911204/generative-ai-doesnt-have-a-coherent-understanding-of-the-world-mit-researchers-find Source: Slashdot Title: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a study from MIT revealing that while generative AI, particularly large language models (LLMs), exhibit impressive capabilities, they fundamentally lack a coherent understanding of the…

  • Hacker News: Physical Intelligence’s first generalist policy AI can finally do your laundry

    Source URL: https://www.physicalintelligence.company/blog/pi0 Source: Hacker News Title: Physical Intelligence’s first generalist policy AI can finally do your laundry Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents significant advancements in robot foundation models, specifically the development of π0, a model aiming to endow robots with physical intelligence. It highlights the challenges and…

  • 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: OpenCoder: Open Cookbook for Top-Tier Code Large Language Models

    Source URL: https://opencoder-llm.github.io/ Source: Hacker News Title: OpenCoder: Open Cookbook for Top-Tier Code Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenCoder represents a significant advancement in the field of code-focused language models (LLMs) by being a completely open-source project. It leverages a transparent data process and extensive training datasets that…

  • Hacker News: Windows Process Injection

    Source URL: https://www.outflank.nl/blog/2024/10/15/introducing-early-cascade-injection-from-windows-process-creation-to-stealthy-injection/ Source: Hacker News Title: Windows Process Injection Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces a novel process injection technique dubbed Early Cascade Injection, which enhances existing methods by executing more stealthily against Endpoint Detection and Response (EDR) systems. The author provides a detailed technical analysis of Windows…

  • Hacker News: OpenCoder: Open-Source LLM for Coding

    Source URL: https://arxiv.org/abs/2411.04905 Source: Hacker News Title: OpenCoder: Open-Source LLM for Coding Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses “OpenCoder,” a large language model (LLM) specifically designed for code generation and related tasks. It highlights the importance of transparency in AI research by providing not only the model but also…

  • Hacker News: When machine learning tells the wrong story

    Source URL: https://jackcook.com/2024/11/09/bigger-fish.html Source: Hacker News Title: When machine learning tells the wrong story Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive account of a research project that explores the vulnerabilities of machine learning-assisted side-channel attacks, particularly in web browsers. It emphasizes the implications of using machine learning for…