Tag: math
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Hacker News: Coq-of-rust: Formal verification tool for Rust
Source URL: https://github.com/formal-land/coq-of-rust Source: Hacker News Title: Coq-of-rust: Formal verification tool for Rust Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses “coq-of-rust,” a formal verification tool designed for the Rust programming language, aimed at ensuring that applications are bug-free through mathematical proofs. This tool highlights an innovative approach to bolster software…
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The Register: DeepSeek-R1-beating perf in a 32B package? El Reg digs its claws into Alibaba’s QwQ
Source URL: https://www.theregister.com/2025/03/16/qwq_hands_on_review/ Source: The Register Title: DeepSeek-R1-beating perf in a 32B package? El Reg digs its claws into Alibaba’s QwQ Feedly Summary: How to tame its hypersensitive hyperparameters and get it running on your PC Hands on How much can reinforcement learning – and a bit of extra verification – improve large language models,…
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Hacker News: Sketch-of-Thought: Efficient LLM Reasoning
Source URL: https://arxiv.org/abs/2503.05179 Source: Hacker News Title: Sketch-of-Thought: Efficient LLM Reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses a novel prompting framework called Sketch-of-Thought (SoT) aimed at optimizing large language models (LLMs) by minimizing token usage while maintaining or improving reasoning accuracy. This innovation is particularly relevant for AI…
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Hacker News: Command A: Max performance, minimal compute – 256k context window
Source URL: https://cohere.com/blog/command-a Source: Hacker News Title: Command A: Max performance, minimal compute – 256k context window Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces Command A, a powerful generative AI model designed to meet the performance and security needs of enterprises. It emphasizes the model’s efficiency, cost-effectiveness, and multi-language capabilities…
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Rekt: 1Inch – Rekt
Source URL: https://www.rekt.news/1inch-rekt Source: Rekt Title: 1Inch – Rekt Feedly Summary: One hacker transformed 1inch resolver contracts into a $5 million ATM through an integer underflow exploit – all with a negative 512 value. Attacker pocketed $450K as a “bounty" for exposing two years of an undetected vulnerability. AI Summary and Description: Yes Summary: This…
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Simon Willison’s Weblog: Notes on Google’s Gemma 3
Source URL: https://simonwillison.net/2025/Mar/12/notes-on-googles-gemma-3/ Source: Simon Willison’s Weblog Title: Notes on Google’s Gemma 3 Feedly Summary: Google’s Gemma team released an impressive new model today (under their not-open-source Gemma license). Gemma 3 comes in four sizes – 1B, 4B, 12B, and 27B – and while 1B is text-only the larger three models are all multi-modal for…
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Hacker News: Gemma 3 Technical Report [pdf]
Source URL: https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf Source: Hacker News Title: Gemma 3 Technical Report [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive technical report on Gemma 3, an advanced multimodal language model introduced by Google DeepMind. It highlights significant architectural improvements, including an increased context size, enhanced multilingual capabilities, and innovations…