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Tag: evaluation framework

  • Hacker News: The Differences Between Deep Research, Deep Research, and Deep Research

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    Kurt Seifried
    in

    Source URL: https://leehanchung.github.io/blogs/2025/02/26/deep-research/ Source: Hacker News Title: The Differences Between Deep Research, Deep Research, and Deep Research Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the emergence and technical nuances of “Deep Research” in AI, especially its evolution from Retrieval-Augmented Generation (RAG). It highlights how different AI organizations are implementing this…

  • Cloud Blog: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/evaluate-ai-models-with-vertex-ai–llm-comparator/ Source: Cloud Blog Title: Evaluate gen AI models with Vertex AI evaluation service and LLM comparator Feedly Summary: It’s a persistent question: How do you know which generative AI model is the best choice for your needs? It all comes down to smart evaluation. In this post, we’ll share how to perform…

  • Hacker News: AI is blurring the line between PMs and Engineers

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    Kurt Seifried
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    Source URL: https://humanloop.com/blog/ai-is-blurring-the-lines-between-pms-and-engineers Source: Hacker News Title: AI is blurring the line between PMs and Engineers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the emerging trend of prompt engineering in AI applications, emphasizing how it increasingly involves product managers (PMs) rather than just software engineers. This shift indicates a blurring…

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

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    Kurt Seifried
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    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…

  • Cloud Blog: Deep dive into AI with Google Cloud’s global generative AI roadshow

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/attend-the-google-cloud-genai-roadshow/ Source: Cloud Blog Title: Deep dive into AI with Google Cloud’s global generative AI roadshow Feedly Summary: The AI revolution isn’t just about large language models (LLMs) – it’s about building real-world solutions that change the way you work. Google’s global AI roadshow offers an immersive experience that’s designed to empower you,…

  • Simon Willison’s Weblog: How we estimate the risk from prompt injection attacks on AI systems

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/29/prompt-injection-attacks-on-ai-systems/ Source: Simon Willison’s Weblog Title: How we estimate the risk from prompt injection attacks on AI systems Feedly Summary: How we estimate the risk from prompt injection attacks on AI systems The “Agentic AI Security Team" at Google DeepMind share some details on how they are researching indirect prompt injection attacks. They…

  • Cloud Blog: Adversarial Misuse of Generative AI

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/adversarial-misuse-generative-ai/ Source: Cloud Blog Title: Adversarial Misuse of Generative AI Feedly Summary: Rapid advancements in artificial intelligence (AI) are unlocking new possibilities for the way we work and accelerating innovation in science, technology, and beyond. In cybersecurity, AI is poised to transform digital defense, empowering defenders and enhancing our collective security. Large language…

  • Google Online Security Blog: How we estimate the risk from prompt injection attacks on AI systems

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    Kurt Seifried
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    Source URL: https://security.googleblog.com/2025/01/how-we-estimate-risk-from-prompt.html Source: Google Online Security Blog Title: How we estimate the risk from prompt injection attacks on AI systems Feedly Summary: AI Summary and Description: Yes Summary: The text discusses emerging security challenges in modern AI systems, specifically focusing on a class of attacks called “indirect prompt injection.” It presents a comprehensive evaluation…

  • Cloud Blog: Introducing agent evaluation in Vertex AI Gen AI evaluation service

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/introducing-agent-evaluation-in-vertex-ai-gen-ai-evaluation-service/ Source: Cloud Blog Title: Introducing agent evaluation in Vertex AI Gen AI evaluation service Feedly Summary: Comprehensive agent evaluation is essential for building the next generation of reliable AI. It’s not enough to simply check the outputs; we need to understand the “why" behind an agent’s actions – its reasoning, decision-making process,…