Tag: mathematical reasoning
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Hacker News: Show HN: DeepSeek v3 – A 671B parameter AI Language Model
Source URL: https://deepseekv3.org/ Source: Hacker News Title: Show HN: DeepSeek v3 – A 671B parameter AI Language Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes the capabilities of DeepSeek v3, highlighting its advanced architecture and proficiency in various tasks such as text generation and code completion, which are particularly relevant…
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Hacker News: Why are we using LLMs as calculators?
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…
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Hacker News: Can AI do maths yet? Thoughts from a mathematician
Source URL: https://xenaproject.wordpress.com/2024/12/22/can-ai-do-maths-yet-thoughts-from-a-mathematician/ Source: Hacker News Title: Can AI do maths yet? Thoughts from a mathematician Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the recent performance of OpenAI’s new language model, o3, on a challenging mathematics dataset called FrontierMath. It highlights the ongoing progression of AI in…
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Hacker News: Offline Reinforcement Learning for LLM Multi-Step Reasoning
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…
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Wired: OpenAI Upgrades Its Smartest AI Model With Improved Reasoning Skills
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…
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Slashdot: Microsoft Announces Phi-4 AI Model Optimized for Accuracy and Complex Reasoning
Source URL: https://slashdot.org/story/24/12/16/0313207/microsoft-announces-phi-4-ai-model-optimized-for-accuracy-and-complex-reasoning?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Microsoft Announces Phi-4 AI Model Optimized for Accuracy and Complex Reasoning Feedly Summary: AI Summary and Description: Yes **Summary:** Microsoft has introduced Phi-4, an advanced AI model optimized for complex reasoning tasks, particularly in STEM areas. With its robust architecture and safety features, Phi-4 underscores the importance of ethical…
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Hacker News: DeepThought-8B: A small, capable reasoning model
Source URL: https://www.ruliad.co/news/introducing-deepthought8b Source: Hacker News Title: DeepThought-8B: A small, capable reasoning model Feedly Summary: Comments AI Summary and Description: Yes Summary: The release of DeepThought-8B marks a significant advancement in AI reasoning capabilities, emphasizing transparency and control in how models process information. This AI reasoning model, built on the LLaMA-3.1 architecture, showcases how smaller,…
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Slashdot: AI Systems Solve Just 2% of Advanced Maths Problems in New Benchmark Test
Source URL: https://science.slashdot.org/story/24/11/13/1244216/ai-systems-solve-just-2-of-advanced-maths-problems-in-new-benchmark-test?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: AI Systems Solve Just 2% of Advanced Maths Problems in New Benchmark Test Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the limitations of leading AI systems in solving complex mathematics problems presented in a new benchmark called FrontierMath. Despite achieving high accuracy on traditional math…
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Hacker News: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI
Source URL: https://epochai.org/frontiermath/the-benchmark Source: Hacker News Title: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes FrontierMath, a rigorous benchmark developed to evaluate AI systems’ mathematical reasoning capabilities using complex, original mathematical problems. Despite AI advancements, current models perform poorly, solving less…
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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…