Tag: reasoning abilities

  • Hacker News: Detecting when LLMs are uncertain

    Source URL: https://www.thariq.io/blog/entropix/ Source: Hacker News Title: Detecting when LLMs are uncertain Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses new reasoning techniques introduced by the project Entropix, aimed at improving decision-making in large language models (LLMs) through adaptive sampling methods in the face of uncertainty. While evaluations are still pending,…

  • Wired: Apple Engineers Show How Flimsy AI ‘Reasoning’ Can Be

    Source URL: https://arstechnica.com/ai/2024/10/llms-cant-perform-genuine-logical-reasoning-apple-researchers-suggest/ Source: Wired Title: Apple Engineers Show How Flimsy AI ‘Reasoning’ Can Be Feedly Summary: The new frontier in large language models is the ability to “reason” their way through problems. New research from Apple says it’s not quite what it’s cracked up to be. AI Summary and Description: Yes Summary: The study…

  • Slashdot: Apple Study Reveals Critical Flaws in AI’s Logical Reasoning Abilities

    Source URL: https://apple.slashdot.org/story/24/10/15/1840242/apple-study-reveals-critical-flaws-in-ais-logical-reasoning-abilities?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Apple Study Reveals Critical Flaws in AI’s Logical Reasoning Abilities Feedly Summary: AI Summary and Description: Yes Summary: Apple’s AI research team identifies critical weaknesses in large language models’ reasoning capabilities, highlighting issues with logical consistency and performance variability due to question phrasing. This research underlines the potential reliability…

  • Slashdot: Study Done By Apple AI Scientists Proves LLMs Have No Ability to Reason

    Source URL: https://apple.slashdot.org/story/24/10/13/2145256/study-done-by-apple-ai-scientists-proves-llms-have-no-ability-to-reason?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Study Done By Apple AI Scientists Proves LLMs Have No Ability to Reason Feedly Summary: AI Summary and Description: Yes Summary: A recent study by Apple’s AI scientists reveals significant weaknesses in the reasoning capabilities of large language models (LLMs), such as those developed by OpenAI and Meta. The…

  • Hacker News: Apple study proves LLM-based AI models are flawed because they cannot reason

    Source URL: https://appleinsider.com/articles/24/10/12/apples-study-proves-that-llm-based-ai-models-are-flawed-because-they-cannot-reason Source: Hacker News Title: Apple study proves LLM-based AI models are flawed because they cannot reason Feedly Summary: Comments AI Summary and Description: Yes Summary: Apple’s research on large language models (LLMs) highlights significant shortcomings in their reasoning abilities, proposing a new benchmark called GSM-Symbolic to evaluate these skills. The findings suggest…

  • Hacker News: Understanding the Limitations of Mathematical Reasoning in Large Language Models

    Source URL: https://arxiv.org/abs/2410.05229 Source: Hacker News Title: Understanding the Limitations of Mathematical Reasoning in Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a study on the mathematical reasoning capabilities of Large Language Models (LLMs), highlighting their limitations and introducing a new benchmark, GSM-Symbolic, for more effective evaluation. This…

  • Wired: OpenAI Threatens Bans as Users Probe Its ‘Strawberry’ AI Models

    Source URL: https://arstechnica.com/information-technology/2024/09/openai-threatens-bans-for-probing-new-ai-models-reasoning-process/ Source: Wired Title: OpenAI Threatens Bans as Users Probe Its ‘Strawberry’ AI Models Feedly Summary: If you try to figure out how OpenAI’s o1 models solve problems, you might get a nastygram. AI Summary and Description: Yes Summary: The text discusses OpenAI’s latest AI model, “o1,” which is designed to show reasoning…

  • Hacker News: OpenAI O1 Model

    Source URL: https://openai.com/index/learning-to-reason-with-llms/ Source: Hacker News Title: OpenAI O1 Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive overview of OpenAI’s newest model, o1, which demonstrates superior reasoning abilities and performance on various academic benchmarks compared to its predecessor, GPT-4o. It highlights advancements in AI reasoning capabilities and introduces…