Experimental News Clipping Site

Tag: Real-World Scenarios

  • Hacker News: We need data engineering benchmarks for LLMs

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    Source URL: https://structuredlabs.substack.com/p/why-we-need-data-engineering-benchmarks Source: Hacker News Title: We need data engineering benchmarks for LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the shortcomings of existing benchmarks for evaluating the effectiveness of AI-driven tools in data engineering, specifically contrasting them with software engineering benchmarks. It highlights the unique challenges of data…

  • Hacker News: Show HN: Open-source private home security camera system (end-to-end encryption)

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    Source URL: https://github.com/privastead/privastead Source: Hacker News Title: Show HN: Open-source private home security camera system (end-to-end encryption) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Privastead, a privacy-preserving home security camera solution that employs end-to-end encryption through a Rust implementation and uses the MLS protocol. It emphasizes strong privacy assurances and…

  • Hacker News: Listen to the whispers: web timing attacks that work

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    Source URL: https://portswigger.net/research/listen-to-the-whispers-web-timing-attacks-that-actually-work Source: Hacker News Title: Listen to the whispers: web timing attacks that work Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text introduces novel web timing attack techniques capable of breaching server security by exposing hidden vulnerabilities, misconfigurations, and attack surfaces more effectively than previous methods. It emphasizes the practical…

  • Blog | 0din.ai: 0Din Portal Launch: Revolutionizing Bug Bounty Hunting for GenAI Security

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    Source URL: https://0din.ai/blog/0din-portal-launch-revolutionizing-bug-bounty-hunting-for-genai-security Source: Blog | 0din.ai Title: 0Din Portal Launch: Revolutionizing Bug Bounty Hunting for GenAI Security Feedly Summary: AI Summary and Description: Yes Summary: The text introduces the 0Din Portal, an innovative platform aimed at enhancing the efficiency and security of the Generative AI (GenAI) bug bounty process. It focuses on vulnerability detection,…

  • Hacker News: Physical Intelligence’s first generalist policy AI can finally do your laundry

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    Source URL: https://www.physicalintelligence.company/blog/pi0 Source: Hacker News Title: Physical Intelligence’s first generalist policy AI can finally do your laundry Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents significant advancements in robot foundation models, specifically the development of π0, a model aiming to endow robots with physical intelligence. It highlights the challenges and…

  • Schneier on Security: Prompt Injection Defenses Against LLM Cyberattacks

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    Source URL: https://www.schneier.com/blog/archives/2024/11/prompt-injection-defenses-against-llm-cyberattacks.html Source: Schneier on Security Title: Prompt Injection Defenses Against LLM Cyberattacks Feedly Summary: Interesting research: “Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks“: Large language models (LLMs) are increasingly being harnessed to automate cyberattacks, making sophisticated exploits more accessible and scalable. In response, we propose a new defense…

  • Simon Willison’s Weblog: yet-another-applied-llm-benchmark

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    Source URL: https://simonwillison.net/2024/Nov/6/yet-another-applied-llm-benchmark/#atom-everything Source: Simon Willison’s Weblog Title: yet-another-applied-llm-benchmark Feedly Summary: yet-another-applied-llm-benchmark Nicholas Carlini introduced this personal LLM benchmark suite back in February as a collection of over 100 automated tests he runs against new LLM models to evaluate their performance against the kinds of tasks he uses them for. There are two defining features…

  • Hacker News: WebRL: Training LLM Web Agents via Self-Evolving Online Reinforcement Learning

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    Source URL: https://arxiv.org/abs/2411.02337 Source: Hacker News Title: WebRL: Training LLM Web Agents via Self-Evolving Online Reinforcement Learning Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces WebRL, a novel framework that employs self-evolving online curriculum reinforcement learning to enhance the training of large language models (LLMs) as web agents. This development is…

  • Hacker News: Project Sid: Many-agent simulations toward AI civilization

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    Source URL: https://github.com/altera-al/project-sid Source: Hacker News Title: Project Sid: Many-agent simulations toward AI civilization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses “Project Sid,” which explores large-scale simulations of AI agents within a structured society. It highlights innovations in agent interaction, architecture, and the potential implications for understanding AI’s role in…