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Tag: reasoning capabilities

  • Hacker News: Coconut by Meta AI – Better LLM Reasoning with Chain of Continuous Thought?

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    Source URL: https://aipapersacademy.com/chain-of-continuous-thought/ Source: Hacker News Title: Coconut by Meta AI – Better LLM Reasoning with Chain of Continuous Thought? Feedly Summary: Comments AI Summary and Description: Yes Summary: This text presents an innovative approach to enhancing reasoning capabilities in large language models (LLMs) through a method called Chain of Continuous Thought (COCONUT). It highlights…

  • Cloud Blog: A Look Back at the AI Innovations Transforming the Public Sector

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    Source URL: https://cloud.google.com/blog/topics/public-sector/a-look-back-at-the-ai-innovations-transforming-the-public-sector/ Source: Cloud Blog Title: A Look Back at the AI Innovations Transforming the Public Sector Feedly Summary: 2024 was a year of incredible innovation and progress, as we continue to invest in bringing the best of Google AI to our customers around the world. The public sector is adopting the latest AI…

  • Hacker News: KAG – Knowledge Graph RAG Framework

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    Source URL: https://github.com/OpenSPG/KAG Source: Hacker News Title: KAG – Knowledge Graph RAG Framework Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces KAG (Knowledge Augmented Generation), a framework leveraging large language models (LLMs) to enhance logical reasoning and Q&A capabilities in specialized domains. It overcomes traditional challenges in vector similarity and graph…

  • The Register: OpenAI plans to ring in the New Year with a for-profit push

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    Source URL: https://www.theregister.com/2024/12/27/openai_for_profit_push/ Source: The Register Title: OpenAI plans to ring in the New Year with a for-profit push Feedly Summary: We have altered the deal, pray we don’t alter it any further Amid growing competition and skyrocketing compute requirements necessary to support the next generation of AI models, OpenAI is shaking up its corporate…

  • Simon Willison’s Weblog: Trying out QvQ – Qwen’s new visual reasoning model

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    Source URL: https://simonwillison.net/2024/Dec/24/qvq/#atom-everything Source: Simon Willison’s Weblog Title: Trying out QvQ – Qwen’s new visual reasoning model Feedly Summary: I thought we were done for major model releases in 2024, but apparently not: Alibaba’s Qwen team just dropped the Apache2 2 licensed QvQ-72B-Preview, “an experimental research model focusing on enhancing visual reasoning capabilities". Their blog…

  • Hacker News: Why are we using LLMs as calculators?

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    Source URL: https://vickiboykis.com/2024/11/09/why-are-we-using-llms-as-calculators/ Source: Hacker News Title: Why are we using LLMs as calculators? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and motivations behind using large language models (LLMs) for mathematical reasoning and calculations. It highlights the historical context of computing and the evolution of tasks from simple…

  • Hacker News: Offline Reinforcement Learning for LLM Multi-Step Reasoning

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    Source URL: https://arxiv.org/abs/2412.16145 Source: Hacker News Title: Offline Reinforcement Learning for LLM Multi-Step Reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of a novel offline reinforcement learning method, OREO, aimed at improving the multi-step reasoning abilities of large language models (LLMs). This has significant implications in AI security…

  • Wired: OpenAI Upgrades Its Smartest AI Model With Improved Reasoning Skills

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    Source URL: https://www.wired.com/story/openai-o3-reasoning-model-google-gemini/ Source: Wired Title: OpenAI Upgrades Its Smartest AI Model With Improved Reasoning Skills Feedly Summary: A day after Google announced its first model capable of reasoning over problems, OpenAI has upped the stakes with an improved version of its own. AI Summary and Description: Yes Summary: OpenAI has launched its new AI…

  • Simon Willison’s Weblog: Gemini 2.0 Flash "Thinking mode"

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    Source URL: https://simonwillison.net/2024/Dec/19/gemini-thinking-mode/#atom-everything Source: Simon Willison’s Weblog Title: Gemini 2.0 Flash "Thinking mode" Feedly Summary: Those new model releases just keep on flowing. Today it’s Google’s snappily named gemini-2.0-flash-thinking-exp, their first entrant into the o1-style inference scaling class of models. I posted about a great essay about the significance of these just this morning. From…

  • Slashdot: Google Releases Its Own ‘Reasoning’ AI Model

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    Source URL: https://tech.slashdot.org/story/24/12/19/2235220/google-releases-its-own-reasoning-ai-model?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Google Releases Its Own ‘Reasoning’ AI Model Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the introduction of Google’s new AI model, Gemini 2.0 Flash Thinking Experimental, which is designed for multimodal understanding and reasoning. It highlights the model’s ability to self-fact-check and improve accuracy, although…