Tag: based

  • Hacker News: Evaluating Code Embedding Models

    Source URL: https://blog.voyageai.com/2024/12/04/code-retrieval-eval/ Source: Hacker News Title: Evaluating Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and limitations within the field of code retrieval, particularly as it pertains to embedding models used in coding assistants. It highlights the need for high-quality benchmarking datasets, identifies typical subtasks…

  • Cloud Blog: CVE-2023-6080: A Case Study on Third-Party Installer Abuse

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/cve-2023-6080-third-party-installer-abuse/ Source: Cloud Blog Title: CVE-2023-6080: A Case Study on Third-Party Installer Abuse Feedly Summary: Written By: Jacob Paullus, Daniel McNamara, Jake Rawlins, Steven Karschnia Executive Summary Mandiant exploited flaws in the Microsoft Software Installer (MSI) repair action of Lakeside Software’s SysTrack installer to obtain arbitrary code execution. An attacker with low-privilege access…

  • Hacker News: Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output

    Source URL: https://github.com/klara-research/klarity Source: Hacker News Title: Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** Klarity is a robust tool designed for analyzing uncertainty in generative model predictions. By leveraging both raw probability and semantic comprehension, it provides unique insights into model…

  • Hacker News: AI systems with ‘unacceptable risk’ are now banned in the EU

    Source URL: https://techcrunch.com/2025/02/02/ai-systems-with-unacceptable-risk-are-now-banned-in-the-eu/ Source: Hacker News Title: AI systems with ‘unacceptable risk’ are now banned in the EU Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines the recent developments regarding the EU’s AI Act, a regulatory framework aimed at managing the risks associated with AI systems. It details the compliance deadlines,…

  • Hacker News: Managing Secrets in Docker Compose – A Developer’s Guide

    Source URL: https://phase.dev/blog/docker-compose-secrets Source: Hacker News Title: Managing Secrets in Docker Compose – A Developer’s Guide Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses best practices for managing secrets in Docker Compose, emphasizing security implications of using environment variables and providing progressively secure methods for handling secrets. It highlights issues and…

  • Hacker News: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography

    Source URL: https://toponets.github.io/ Source: Hacker News Title: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces “TopoNets,” a novel approach that incorporates brain-like topography in AI models, particularly convolutional networks and transformers, through a method called TopoLoss. This innovation results in high-performing models…

  • Hacker News: Everyone knows your location: tracking myself down through in-app ads

    Source URL: https://timsh.org/tracking-myself-down-through-in-app-ads/ Source: Hacker News Title: Everyone knows your location: tracking myself down through in-app ads Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights a significant geolocation data leak involving over 2,000 apps that collect user data without consent, revealing privacy risks from intricate advertising networks. The author’s personal investigation…

  • Hacker News: Show HN: I built a full mulimodal LLM by merging multiple models into one

    Source URL: https://github.com/JigsawStack/omiai Source: Hacker News Title: Show HN: I built a full mulimodal LLM by merging multiple models into one Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text presents OmiAI, a highly versatile AI SDK designed specifically for Typescript that streamlines the use of large language models (LLMs).…

  • Hacker News: Solving key challenges in AI-assisted code reviews

    Source URL: https://www.qodo.ai/blog/qodo-merge-solving-key-challenges-in-ai-assisted-code-reviews/ Source: Hacker News Title: Solving key challenges in AI-assisted code reviews Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces Qodo Merge, an AI-driven code review tool that automates various aspects of the code review process. It highlights new features aimed at optimizing feedback relevance, ensuring compliance with project…