Tag: correctness

  • Hacker News: Zero-knowledge proofs, encoding Sudoku and Mario speedruns without semantic leak

    Source URL: https://vasekrozhon.wordpress.com/2025/03/17/zero-knowledge-proofs/ Source: Hacker News Title: Zero-knowledge proofs, encoding Sudoku and Mario speedruns without semantic leak Feedly Summary: Comments AI Summary and Description: Yes Summary: The text focuses on zero-knowledge proofs, illustrating their foundational concepts and applications, particularly in cryptography and distributed systems. The discussion highlights how zero-knowledge proofs can be a solution to…

  • Hacker News: Show HN: Codemcp – Claude Code for Claude Pro subscribers – ditch API bills

    Source URL: https://github.com/ezyang/codemcp Source: Hacker News Title: Show HN: Codemcp – Claude Code for Claude Pro subscribers – ditch API bills Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces “codemcp,” a tool designed to enhance the capability of the AI model Claude by acting as a pair programming assistant. It provides a…

  • Cloud Blog: Unraveling Time: A Deep Dive into TTD Instruction Emulation Bugs

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/ttd-instruction-emulation-bugs/ Source: Cloud Blog Title: Unraveling Time: A Deep Dive into TTD Instruction Emulation Bugs Feedly Summary: Written by: Dhanesh Kizhakkinan, Nino Isakovic Executive Summary This blog post presents an in-depth exploration of Microsoft’s Time Travel Debugging (TTD) framework, a powerful record-and-replay debugging framework for Windows user-mode applications. TTD relies heavily on accurate…

  • Slashdot: Will an ‘AI Makeover’ Help McDonald’s?

    Source URL: https://slashdot.org/story/25/03/09/070211/will-an-ai-makeover-help-mcdonalds Source: Slashdot Title: Will an ‘AI Makeover’ Help McDonald’s? Feedly Summary: AI Summary and Description: Yes Summary: McDonald’s is leveraging AI and edge computing to enhance operations across its 43,000 restaurants by implementing technologies like AI-enabled drive-throughs and internet-connected kitchen equipment. Partnering with Google Cloud, McDonald’s aims to utilize local computing power…

  • 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…

  • Hacker News: Hallucinations in code are the least dangerous form of LLM mistakes

    Source URL: https://simonwillison.net/2025/Mar/2/hallucinations-in-code/ Source: Hacker News Title: Hallucinations in code are the least dangerous form of LLM mistakes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the phenomenon of “hallucinations” in code generated by large language models (LLMs), highlighting that while such hallucinations can initially undermine developers’ confidence, they are relatively…

  • Simon Willison’s Weblog: Hallucinations in code are the least dangerous form of LLM mistakes

    Source URL: https://simonwillison.net/2025/Mar/2/hallucinations-in-code/#atom-everything Source: Simon Willison’s Weblog Title: Hallucinations in code are the least dangerous form of LLM mistakes Feedly Summary: A surprisingly common complaint I see from developers who have tried using LLMs for code is that they encountered a hallucination – usually the LLM inventing a method or even a full software library…

  • Hacker News: SWE-Bench tainted by answer leakage; real pass rates significantly lower

    Source URL: https://arxiv.org/abs/2410.06992 Source: Hacker News Title: SWE-Bench tainted by answer leakage; real pass rates significantly lower Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “SWE-Bench+: Enhanced Coding Benchmark for LLMs” addresses significant data quality issues in the evaluation of Large Language Models (LLMs) for coding tasks. It presents empirical analysis revealing…

  • Schneier on Security: Implementing Cryptography in AI Systems

    Source URL: https://www.schneier.com/blog/archives/2025/02/implementing-cryptography-in-ai-systems.html Source: Schneier on Security Title: Implementing Cryptography in AI Systems Feedly Summary: Interesting research: “How to Securely Implement Cryptography in Deep Neural Networks.” Abstract: The wide adoption of deep neural networks (DNNs) raises the question of how can we equip them with a desired cryptographic functionality (e.g, to decrypt an encrypted input,…