Tag: chain of thought
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Hacker News: Explainer: What’s R1 and Everything Else?
Source URL: https://timkellogg.me/blog/2025/01/25/r1 Source: Hacker News Title: Explainer: What’s R1 and Everything Else? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an informative overview of recent developments in AI, particularly focusing on Reasoning Models and their significance in the ongoing evolution of AI technologies. It discusses the releases of models such…
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Simon Willison’s Weblog: r1.py script to run R1 with a min-thinking-tokens parameter
Source URL: https://simonwillison.net/2025/Jan/22/r1py/ Source: Simon Willison’s Weblog Title: r1.py script to run R1 with a min-thinking-tokens parameter Feedly Summary: r1.py script to run R1 with a min-thinking-tokens parameter Fantastically creative hack by Theia Vogel. The DeepSeek R1 family of models output their chain of thought inside a …</think> block. Theia found that you can intercept…
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Hacker News: Kimi K1.5: Scaling Reinforcement Learning with LLMs
Source URL: https://github.com/MoonshotAI/Kimi-k1.5 Source: Hacker News Title: Kimi K1.5: Scaling Reinforcement Learning with LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Kimi k1.5, a new multi-modal language model that employs reinforcement learning (RL) techniques to significantly enhance AI performance, particularly in reasoning tasks. With advancements in context scaling and policy…
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Simon Willison’s Weblog: DeepSeek-R1 and exploring DeepSeek-R1-Distill-Llama-8B
Source URL: https://simonwillison.net/2025/Jan/20/deepseek-r1/ Source: Simon Willison’s Weblog Title: DeepSeek-R1 and exploring DeepSeek-R1-Distill-Llama-8B Feedly Summary: DeepSeek are the Chinese AI lab who dropped the best currently available open weights LLM on Christmas day, DeepSeek v3. That model was trained in part using their unreleased R1 “reasoning" model. Today they’ve released R1 itself, along with a whole…
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The Register: Even at $200/mo, Altman admits ChatGPT Pro struggles to turn a profit
Source URL: https://www.theregister.com/2025/01/06/altman_gpt_profits/ Source: The Register Title: Even at $200/mo, Altman admits ChatGPT Pro struggles to turn a profit Feedly Summary: But don’t worry, he’s ‘figured out’ AGI comment Even at $200 a month for ChatGPT Pro, the service is struggling to turn a profit, OpenAI CEO Sam Altman lamented on the platform formerly known…
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Simon Willison’s Weblog: Trying out QvQ – Qwen’s new visual reasoning model
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…
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The Register: Cheat codes for LLM performance: An introduction to speculative decoding
Source URL: https://www.theregister.com/2024/12/15/speculative_decoding/ Source: The Register Title: Cheat codes for LLM performance: An introduction to speculative decoding Feedly Summary: Sometimes two models really are faster than one Hands on When it comes to AI inferencing, the faster you can generate a response, the better – and over the past few weeks, we’ve seen a number…
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Hacker News: Use Prolog to improve LLM’s reasoning
Source URL: https://shchegrikovich.substack.com/p/use-prolog-to-improve-llms-reasoning Source: Hacker News Title: Use Prolog to improve LLM’s reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the limitations of Large Language Models (LLMs) in reasoning tasks and introduces innovative methods to enhance their performance using Prolog as an intermediate programming language. These advancements leverage neurosymbolic approaches…
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Hacker News: Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Source URL: https://arxiv.org/abs/2402.12875 Source: Hacker News Title: Chain of Thought Empowers Transformers to Solve Inherently Serial Problems Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper discusses the concept of Chain of Thought (CoT) applied to large language models (LLMs), demonstrating how it enhances their capabilities, particularly in arithmetic and symbolic reasoning tasks.…
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Hacker News: OpenAI o1 Results on ARC-AGI-Pub
Source URL: https://arcprize.org/blog/openai-o1-results-arc-prize Source: Hacker News Title: OpenAI o1 Results on ARC-AGI-Pub Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses OpenAI’s newly released o1 models, which utilize a “chain-of-thought” (CoT) reasoning paradigm that enhances the AI’s performance in reasoning tasks. It highlights the improvements over existing models such as GPT-4o and…