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Tag: evaluation methodology

  • Simon Willison’s Weblog: Exploring Promptfoo via Dave Guarino’s SNAP evals

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/24/exploring-promptfoo/#atom-everything Source: Simon Willison’s Weblog Title: Exploring Promptfoo via Dave Guarino’s SNAP evals Feedly Summary: I used part three (here’s parts one and two) of Dave Guarino’s series on evaluating how well LLMs can answer questions about SNAP (aka food stamps) as an excuse to explore Promptfoo, an LLM eval tool. SNAP (Supplemental…

  • Hacker News: 1,156 Questions Censored by DeepSeek

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    Kurt Seifried
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    Source URL: https://www.promptfoo.dev/blog/deepseek-censorship/ Source: Hacker News Title: 1,156 Questions Censored by DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text discusses the DeepSeek-R1 model, highlighting its prominence and the associated concerns regarding censorship driven by CCP policies. It emphasizes the model’s high refusal rate on sensitive topics in China, the methods to…

  • Hacker News: voyage-code-3

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    Kurt Seifried
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    Source URL: https://blog.voyageai.com/2024/12/04/voyage-code-3/ Source: Hacker News Title: voyage-code-3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents voyage-code-3, a new embedding model optimized for code retrieval that significantly outperforms existing models in both performance and cost-efficiency. The introduction of Matryoshka learning and advanced quantization techniques allows for reduced storage requirements without compromising…

  • METR Blog – METR: Details about METR’s preliminary evaluation of GPT-4o

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    Source URL: https://metr.github.io/autonomy-evals-guide/gpt-4o-report/ Source: METR Blog – METR Title: Details about METR’s preliminary evaluation of GPT-4o Feedly Summary: AI Summary and Description: Yes **Summary:** The text covers METR’s preliminary evaluation of the GPT-4o model, detailing its performance on 77 tasks related to autonomous capabilities. It discusses the capabilities of the model in comparison to human…

  • METR Blog – METR: An update on our general capability evaluations

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    Source URL: https://metr.org/blog/2024-08-06-update-on-evaluations/ Source: METR Blog – METR Title: An update on our general capability evaluations Feedly Summary: AI Summary and Description: Yes **Summary:** The provided text discusses the development of evaluation metrics for AI capabilities, particularly focusing on autonomous systems. It aims to create measures that can assess general autonomy rather than solely relying…

  • METR Blog – METR: Details about METR’s preliminary evaluation of OpenAI o1-preview

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    Source URL: https://metr.github.io/autonomy-evals-guide/openai-o1-preview-report/ Source: METR Blog – METR Title: Details about METR’s preliminary evaluation of OpenAI o1-preview Feedly Summary: AI Summary and Description: Yes **Summary:** The text provides a detailed evaluation of OpenAI’s models, o1-mini and o1-preview, focusing on their autonomous capabilities and performance on AI-related research and development tasks. The results suggest notable potential,…

  • Hacker News: A review of OpenAI o1 and how we evaluate coding agents

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    Source URL: https://www.cognition.ai/blog/evaluating-coding-agents Source: Hacker News Title: A review of OpenAI o1 and how we evaluate coding agents Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a sophisticated AI software engineering agent named Devin, which has been tested with OpenAI’s new o1 model series. This evaluation highlights the improved reasoning capabilities…