Tag: evaluation

  • 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…

  • Unit 42: Investigating LLM Jailbreaking of Popular Generative AI Web Products

    Source URL: https://unit42.paloaltonetworks.com/jailbreaking-generative-ai-web-products/ Source: Unit 42 Title: Investigating LLM Jailbreaking of Popular Generative AI Web Products Feedly Summary: We discuss vulnerabilities in popular GenAI web products to LLM jailbreaks. Single-turn strategies remain effective, but multi-turn approaches show greater success. The post Investigating LLM Jailbreaking of Popular Generative AI Web Products appeared first on Unit 42.…

  • Hacker News: "Test your adblocker" websites can harm users and the adblocker ecosystem

    Source URL: https://brave.com/blog/adblocker-testing-websites-harm-users/ Source: Hacker News Title: "Test your adblocker" websites can harm users and the adblocker ecosystem Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text critiques the efficacy of adblocker testing websites, highlighting their flawed methodologies and the potential harm they may inflict on privacy tools. It particularly emphasizes how these…

  • Hacker News: OpenEuroLLM

    Source URL: https://openeurollm.eu/ Source: Hacker News Title: OpenEuroLLM Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines a strategic initiative aimed at enhancing the performance and transparency of AI, especially within the context of European languages and compliance with the upcoming AI Act. The focus on multilingual capabilities, open-source development, and community…

  • Hacker News: The most underreported story in AI is that scaling has failed to produce AGI

    Source URL: https://fortune.com/2025/02/19/generative-ai-scaling-agi-deep-learning/ Source: Hacker News Title: The most underreported story in AI is that scaling has failed to produce AGI Feedly Summary: Comments AI Summary and Description: Yes Summary: The commentary discusses the limitations of scaling in generative AI, addressing concerns that merely increasing computational resources does not equate to genuine intelligence. It highlights…

  • Hacker News: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps

    Source URL: https://news.ycombinator.com/item?id=43116633 Source: Hacker News Title: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces “Confident AI,” a cloud platform designed to enhance the evaluation of Large Language Models (LLMs) through its open-source package, DeepEval. This tool facilitates…

  • Unit 42: Multiple Vulnerabilities Discovered in NVIDIA CUDA Toolkit

    Source URL: https://unit42.paloaltonetworks.com/nvidia-cuda-toolkit-vulnerabilities/ Source: Unit 42 Title: Multiple Vulnerabilities Discovered in NVIDIA CUDA Toolkit Feedly Summary: Unit 42 researchers detail nine vulnerabilities discovered in NVIDIA’s CUDA-based toolkit. The affected utilities help analyze cubin (binary) files. The post Multiple Vulnerabilities Discovered in NVIDIA CUDA Toolkit appeared first on Unit 42. AI Summary and Description: Yes **Summary:**…

  • Hacker News: SWE-Lancer: a benchmark of freelance software engineering tasks from Upwork

    Source URL: https://arxiv.org/abs/2502.12115 Source: Hacker News Title: SWE-Lancer: a benchmark of freelance software engineering tasks from Upwork Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces SWE-Lancer, a benchmark designed to evaluate large language models’ capability in performing freelance software engineering tasks. It is relevant for AI and software security professionals as…