Tag: Arx

  • Hacker News: Sketch-of-Thought: Efficient LLM Reasoning

    Source URL: https://arxiv.org/abs/2503.05179 Source: Hacker News Title: Sketch-of-Thought: Efficient LLM Reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses a novel prompting framework called Sketch-of-Thought (SoT) aimed at optimizing large language models (LLMs) by minimizing token usage while maintaining or improving reasoning accuracy. This innovation is particularly relevant for AI…

  • Hacker News: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs

    Source URL: https://arxiv.org/abs/2503.01890 Source: Hacker News Title: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces AutoHete, a groundbreaking training system designed for heterogeneous environments that significantly enhances the training efficiency of large language models (LLMs). It addresses GPU memory limitations and…

  • Simon Willison’s Weblog: How ProPublica Uses AI Responsibly in Its Investigations

    Source URL: https://simonwillison.net/2025/Mar/14/propublica-ai/ Source: Simon Willison’s Weblog Title: How ProPublica Uses AI Responsibly in Its Investigations Feedly Summary: How ProPublica Uses AI Responsibly in Its Investigations Charles Ornstein describes how ProPublic used an LLM to help analyze data for their recent story A Study of Mint Plants. A Device to Stop Bleeding. This Is the…

  • Hacker News: Reversing Samsung’s H-Arx Hypervisor Framework (Part 1)

    Source URL: https://dayzerosec.com/blog/2025/03/08/reversing-samsungs-h-arx-hypervisor-part-1.html Source: Hacker News Title: Reversing Samsung’s H-Arx Hypervisor Framework (Part 1) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Samsung’s advancements in mobile hypervisor security, specifically their Real-time Kernel Protection (RKP) implemented through their Exynos platform. It details the transition from a monolithic to a modular design, highlighting…