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Tag: human-like reasoning

  • Hacker News: Some Thoughts on Autoregressive Models

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    Kurt Seifried
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    Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…

  • Wired: I’m Not Convinced Ethical Generative AI Currently Exists

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    Kurt Seifried
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    Source URL: https://www.wired.com/story/the-prompt-ethical-generative-ai-does-not-exist/ Source: Wired Title: I’m Not Convinced Ethical Generative AI Currently Exists Feedly Summary: WIRED’s advice columnist considers whether some AI tools are more ethical than others, and if developers can make AI wiser. AI Summary and Description: Yes Summary: The text discusses the ethical implications surrounding generative AI tools, focusing on the…

  • Slashdot: OpenAI Holds Surprise Livestream to Announce Multi-Step ‘Deep Research’ Capability

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/02/02/2342245/openai-makes-surprise-livestream-today-for-deep-research-announcement Source: Slashdot Title: OpenAI Holds Surprise Livestream to Announce Multi-Step ‘Deep Research’ Capability Feedly Summary: AI Summary and Description: Yes Summary: OpenAI has announced a new capability called “Deep Research,” aimed at enhancing its models with multi-step reasoning abilities. This development may significantly transform knowledge work by enabling AI to autonomously navigate…

  • Slashdot: OpenAI Makes Surprise Livestream Today for ‘Deep Research’ Announcement

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    Kurt Seifried
    in

    Source URL: https://slashdot.org/story/25/02/02/2342245/openai-makes-surprise-livestream-today-for-deep-research-announcement?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Makes Surprise Livestream Today for ‘Deep Research’ Announcement Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s recent announcement regarding “Deep Research” in Tokyo hints at significant advancements in AI reasoning capabilities through a project code-named “Strawberry.” This initiative aims to enhance AI’s ability to navigate the internet…

  • Hacker News: Chatbot Software Begins to Face Fundamental Limitations

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    Kurt Seifried
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    Source URL: https://www.quantamagazine.org/chatbot-software-begins-to-face-fundamental-limitations-20250131/ Source: Hacker News Title: Chatbot Software Begins to Face Fundamental Limitations Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text details recent findings on the limitations of large language models (LLMs) in performing compositional reasoning tasks, highlighting inherent restrictions in their architecture that prevent them from effectively solving complex multi-step…

  • Hacker News: Learning How to Think with Meta Chain-of-Thought

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.04682 Source: Hacker News Title: Learning How to Think with Meta Chain-of-Thought Feedly Summary: Comments AI Summary and Description: Yes Summary: The document presents a novel framework called Meta Chain-of-Thought (Meta-CoT) aimed at enhancing reasoning capabilities in Large Language Models (LLMs). This framework is positioned to advance AI behavior toward more human-like reasoning,…

  • Hacker News: A path to O1 open source

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    system automation
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    Source URL: https://arxiv.org/abs/2412.14135 Source: Hacker News Title: A path to O1 open source Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses advancements in artificial intelligence, particularly focusing on the reinforcement learning approach to reproduce OpenAI’s o1 model. It highlights key components like policy initialization, reward design, search, and learning that contribute…

  • The Register: OpenAI’s latest o1 model family can emulate ‘reasoning’ – but might overthink things a bit

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    system automation
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    Source URL: https://www.theregister.com/2024/09/13/openai_rolls_out_reasoning_o1/ Source: The Register Title: OpenAI’s latest o1 model family can emulate ‘reasoning’ – but might overthink things a bit Feedly Summary: ‘Chain of thought’ techniques mean latest LLM is better at stepping through complex challenges OpenAI on Thursday introduced o1, its latest large language model family, which it claims is capable of…