Tag: verification

  • Hacker News: Clean, a formal verification DSL for ZK circuits in Lean4

    Source URL: https://blog.zksecurity.xyz/posts/clean/ Source: Hacker News Title: Clean, a formal verification DSL for ZK circuits in Lean4 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the development of an embedded Domain-Specific Language (DSL) and formal verification framework for Zero-Knowledge (ZK) circuits using Lean4. The project aims to enhance the correctness…

  • The Register: Even Google struggles to balance fast-but-pricey flash and cheap-but-slow hard disks

    Source URL: https://www.theregister.com/2025/03/27/google_l4_storage_performance_improvements/ Source: The Register Title: Even Google struggles to balance fast-but-pricey flash and cheap-but-slow hard disks Feedly Summary: Reveals it ‘dramatically improved IOPS and throughput’ of its own storage with homebrew ‘L4’ automation and cache Google has revealed that it still relies on hard disk drives for most of its storage needs, but…

  • Hacker News: The Impact of Generative AI on Critical Thinking [pdf]

    Source URL: https://www.microsoft.com/en-us/research/wp-content/uploads/2025/01/lee_2025_ai_critical_thinking_survey.pdf Source: Hacker News Title: The Impact of Generative AI on Critical Thinking [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a study examining the impact of Generative AI (GenAI) tools on critical thinking among knowledge workers. It investigates how the use of these tools affects cognitive effort…

  • CSA: DeepSeek: Behind the Hype and Headlines

    Source URL: https://cloudsecurityalliance.org/blog/2025/03/25/deepseek-behind-the-hype-and-headlines Source: CSA Title: DeepSeek: Behind the Hype and Headlines Feedly Summary: AI Summary and Description: Yes **Summary:** The emergence of DeepSeek, a Chinese AI company claiming to rival industry giants like OpenAI and Google, has sparked dramatic market reactions and raised critical discussions around AI safety, intellectual property, and geopolitical implications. Despite…

  • The Register: China bans compulsory facial recognition and its use in private spaces like hotel rooms

    Source URL: https://www.theregister.com/2025/03/23/asia_tech_news_in_brief/ Source: The Register Title: China bans compulsory facial recognition and its use in private spaces like hotel rooms Feedly Summary: PLUS: Zoho’s Ulaa anointed India’s most patriotic browser; Typhoon-like gang targets Taiwan; Japan debates offensive cyber-ops; and more Asia In Brief China’s Cyberspace Administration and Ministry of Public Security have outlawed the…

  • Hacker News: Show HN: Formal Verification for Machine Learning Models Using Lean 4

    Source URL: https://github.com/fraware/leanverifier Source: Hacker News Title: Show HN: Formal Verification for Machine Learning Models Using Lean 4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The project focuses on the formal verification of machine learning models using the Lean 4 framework, targeting aspects like robustness, fairness, and interpretability. This framework is particularly relevant…

  • Hacker News: NixOS and reproducible builds could have detected the xz backdoor

    Source URL: https://luj.fr/blog/how-nixos-could-have-detected-xz.html Source: Hacker News Title: NixOS and reproducible builds could have detected the xz backdoor Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details a significant security breach involving the open-source xz compression software, where a backdoor was inserted by a malicious maintainer. This event highlights the vulnerabilities within the…

  • Hacker News: Map Features in OpenStreetMap with Computer Vision

    Source URL: https://blog.mozilla.ai/map-features-in-openstreetmap-with-computer-vision/ Source: Hacker News Title: Map Features in OpenStreetMap with Computer Vision Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Mozilla.ai’s development of the OpenStreetMap AI Helper Blueprint, which utilizes computer vision models to enhance the mapping process while maintaining human verification. This innovation highlights the potential of AI…