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Tag: reasoning capabilities

  • Slashdot: Cutting-Edge Chinese ‘Reasoning’ Model Rivals OpenAI O1

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/21/2138247/cutting-edge-chinese-reasoning-model-rivals-openai-o1?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Cutting-Edge Chinese ‘Reasoning’ Model Rivals OpenAI O1 Feedly Summary: AI Summary and Description: Yes Summary: The release of DeepSeek’s R1 model family marks a significant advancement in the availability of high-performing AI models, particularly in the realms of math and coding tasks. With an open MIT license, these models…

  • Hacker News: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks

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    Kurt Seifried
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    Source URL: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B Source: Hacker News Title: DeepSeek-R1-Distill-Qwen-1.5B Surpasses GPT-4o in certain benchmarks Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes the introduction of DeepSeek-R1 and DeepSeek-R1-Zero, first-generation reasoning models that utilize large-scale reinforcement learning without prior supervised fine-tuning. These models exhibit significant reasoning capabilities but also face challenges like endless…

  • Hacker News: DeepSeek-R1

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    Kurt Seifried
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    Source URL: https://github.com/deepseek-ai/DeepSeek-R1 Source: Hacker News Title: DeepSeek-R1 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents advancements in AI reasoning models, specifically DeepSeek-R1-Zero and DeepSeek-R1, emphasizing the unique approach of training solely through large-scale reinforcement learning (RL) without initial supervised fine-tuning. These models demonstrate significant reasoning capabilities and highlight breakthroughs in…

  • Slashdot: OpenAI’s AI Reasoning Model ‘Thinks’ In Chinese Sometimes, No One Really Knows Why

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/14/239246/openais-ai-reasoning-model-thinks-in-chinese-sometimes-no-one-really-knows-why?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI’s AI Reasoning Model ‘Thinks’ In Chinese Sometimes, No One Really Knows Why Feedly Summary: AI Summary and Description: Yes Summary: The behavior exhibited by OpenAI’s reasoning AI model, o1, which seemingly “thinks” in multiple languages regardless of the input language, has raised questions within the AI community. Experts…

  • Hacker News: Contemplative LLMs

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    Kurt Seifried
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    Source URL: https://maharshi.bearblog.dev/contemplative-llms-prompt/ Source: Hacker News Title: Contemplative LLMs Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the novel approach of prompting Large Language Models (LLMs) to engage in a contemplation phase before generating answers. By mimicking a reasoning process, which encourages exploration and questioning assumptions, this method…

  • 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,…

  • The Register: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/07/interview_with_aws_byron_cook/ Source: The Register Title: Can AWS really fix AI hallucination? We talk to head of Automated Reasoning Byron Cook Feedly Summary: Engineer who works on ways to prove code’s mathematically correct finds his field’s suddenly much less obscure Interview A notable flaw of AI is its habit of “hallucinating," making up plausible…

  • Hacker News: The State of Generative Models

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    system automation
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    Source URL: https://nrehiew.github.io/blog/2024/ Source: Hacker News Title: The State of Generative Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive overview of the advances in generative AI technologies, particularly focusing on Large Language Models (LLMs) and their architectures, image generation models, and emerging trends leading into 2025. It discusses…

  • Hacker News: Notes on the New Deepseek v3

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    system automation
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    Source URL: https://composio.dev/blog/notes-on-new-deepseek-v3/ Source: Hacker News Title: Notes on the New Deepseek v3 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the release of Deepseek’s v3 model, a 607B mixture-of-experts model that showcases exceptional performance, surpassing both open-source and proprietary competitors at a significantly lower training cost. It highlights the engineering…

  • Hacker News: RT-2: Vision-Language-Action Models

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    system automation
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    Source URL: https://robotics-transformer2.github.io/ Source: Hacker News Title: RT-2: Vision-Language-Action Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evaluation and capabilities of the RT-2 model, which exhibits advanced emergent properties in terms of symbol understanding, reasoning, and object recognition. It compares RT-2, trained on various architectures, to its predecessor and…