Tag: techniques
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Hacker News: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition
Source URL: https://arxiv.org/abs/2503.00735 Source: Hacker News Title: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces LADDER, a novel framework for enhancing the problem-solving capabilities of Large Language Models (LLMs) through a self-guided learning approach. By recursively generating simpler problem variants, LADDER enables models to…
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Hacker News: Differentiable Logic Cellular Automata
Source URL: https://google-research.github.io/self-organising-systems/difflogic-ca/?hn Source: Hacker News Title: Differentiable Logic Cellular Automata Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses a novel approach integrating Neural Cellular Automata (NCA) with Deep Differentiable Logic Networks (DLGNs) to create a hybrid model called DiffLogic CA. This model aims to learn local rules within cellular automata…
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Hacker News: Why I find diffusion models interesting?
Source URL: https://rnikhil.com/2025/03/06/diffusion-models-eval Source: Hacker News Title: Why I find diffusion models interesting? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a newly released diffusion model, known as dLLM, which aims to enhance the traditional autoregressive approach used in language model generation by allowing simultaneous generation and validation of text. This…
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Hacker News: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue"
Source URL: https://openpipe.ai/blog/using-grpo-to-beat-o1-o3-mini-and-r1-on-temporal-clue Source: Hacker News Title: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue" Feedly Summary: Comments AI Summary and Description: Yes Short Summary with Insight: The provided text explores the application of reinforcement learning to enhance the deductive reasoning capabilities of smaller, open-weight models in AI. Specifically, it focuses on…
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Unit 42: The Next Level: Typo DGAs Used in Malicious Redirection Chains
Source URL: https://unit42.paloaltonetworks.com/?p=138551 Source: Unit 42 Title: The Next Level: Typo DGAs Used in Malicious Redirection Chains Feedly Summary: A graph intelligence-based pipeline and WHOIS data are among the tools we used to identify this campaign, which introduced a variant of domain generation algorithms. The post The Next Level: Typo DGAs Used in Malicious Redirection…
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Hacker News: QwQ-32B: Embracing the Power of Reinforcement Learning
Source URL: https://qwenlm.github.io/blog/qwq-32b/ Source: Hacker News Title: QwQ-32B: Embracing the Power of Reinforcement Learning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in Reinforcement Learning (RL) as applied to large language models, particularly highlighting the launch of the QwQ-32B model. It emphasizes the model’s performance enhancements through RL and…
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The Register: China’s Silk Typhoon, tied to US Treasury break-in, now hammers IT and govt targets
Source URL: https://www.theregister.com/2025/03/05/china_silk_typhoon_update/ Source: The Register Title: China’s Silk Typhoon, tied to US Treasury break-in, now hammers IT and govt targets Feedly Summary: They’re good at zero-day exploits, too Silk Typhoon, the Chinese government crew believed to be behind the December US Treasury intrusions, has been abusing stolen API keys and cloud credentials in ongoing…