Tag: math

  • 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…

  • 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,…

  • 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…

  • 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…

  • 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…

  • Simon Willison’s Weblog: Notes on Google’s Gemma 3

    Source URL: https://simonwillison.net/2025/Mar/12/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…

  • 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…

  • Cloud Blog: Ghost in the Router: China-Nexus Espionage Actor UNC3886 Targets Juniper Routers

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/china-nexus-espionage-targets-juniper-routers/ Source: Cloud Blog Title: Ghost in the Router: China-Nexus Espionage Actor UNC3886 Targets Juniper Routers Feedly Summary: Written by: Lukasz Lamparski, Punsaen Boonyakarn, Shawn Chew, Frank Tse, Jakub Jozwiak, Mathew Potaczek, Logeswaran Nadarajan, Nick Harbour, Mustafa Nasser Introduction In mid 2024, Mandiant discovered threat actors deployed custom backdoors on Juniper Networks’ Junos…

  • 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…