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Tag: reasoning capabilities

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

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    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…

  • Hacker News: AlphaCodium outperforms direct prompting of OpenAI’s o1 on coding problems

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    Source URL: https://www.qodo.ai/blog/system-2-thinking-alphacodium-outperforms-direct-prompting-of-openai-o1/ Source: Hacker News Title: AlphaCodium outperforms direct prompting of OpenAI’s o1 on coding problems Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses OpenAI’s new o1 model and introduces AlphaCodium, a novel tool designed to enhance code generation performance by integrating a structured, iterative approach. It…

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

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    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

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

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    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…

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

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    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…

  • Hacker News: OpenAI unveils o1, a model that can fact-check itself

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    Source URL: https://techcrunch.com/2024/09/12/openai-unveils-a-model-that-can-fact-check-itself/ Source: Hacker News Title: OpenAI unveils o1, a model that can fact-check itself Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI has launched its latest generative AI model, named o1 (code-named Strawberry), which promises enhanced reasoning capabilities for tasks like code generation and data analysis. o1 is a family of…

  • Hacker News: Notes on OpenAI’s new o1 chain-of-thought models

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    Source URL: https://simonwillison.net/2024/Sep/12/openai-o1/ Source: Hacker News Title: Notes on OpenAI’s new o1 chain-of-thought models Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI’s release of the o1 chain-of-thought models marks a significant innovation in large language models (LLMs), emphasizing improved reasoning capabilities. These models implement a specialized focus on chain-of-thought prompting, enhancing their ability…

  • Hacker News: Reflections on using OpenAI o1 / Strawberry for 1 month

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    Source URL: https://www.oneusefulthing.org/p/something-new-on-openais-strawberry Source: Hacker News Title: Reflections on using OpenAI o1 / Strawberry for 1 month Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights on OpenAI’s new AI model, “o1-preview,” which enhances reasoning capabilities and allows for more complex problem-solving compared to previous models. This represents a significant advancement…

  • Hacker News: A review of OpenAI o1 and how we evaluate coding agents

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    Source URL: https://www.cognition.ai/blog/evaluating-coding-agents Source: Hacker News Title: A review of OpenAI o1 and how we evaluate coding agents Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a sophisticated AI software engineering agent named Devin, which has been tested with OpenAI’s new o1 model series. This evaluation highlights the improved reasoning capabilities…