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Tag: benchmarking

  • Hacker News: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.01584 Source: Hacker News Title: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses a new benchmark for evaluating the reasoning capabilities of large language models (LLMs), highlighting the difference between evaluating general knowledge compared to specialized knowledge.…

  • Schneier on Security: On Generative AI Security

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    Kurt Seifried
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    Source URL: https://www.schneier.com/blog/archives/2025/02/on-generative-ai-security.html Source: Schneier on Security Title: On Generative AI Security Feedly Summary: Microsoft’s AI Red Team just published “Lessons from Red Teaming 100 Generative AI Products.” Their blog post lists “three takeaways,” but the eight lessons in the report itself are more useful: Understand what the system can do and where it is…

  • Hacker News: Evaluating Code Embedding Models

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    Kurt Seifried
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    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…

  • Hacker News: Notes on OpenAI O3-Mini

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/31/o3-mini/ Source: Hacker News Title: Notes on OpenAI O3-Mini Feedly Summary: Comments AI Summary and Description: Yes Summary: The announcement of OpenAI’s o3-mini model marks a significant development in the landscape of large language models (LLMs). With enhanced performance on specific benchmarks and user functionalities that include internet search capabilities, o3-mini aims to…

  • Hacker News: DeepSeek R1 Is Now Available on Azure AI Foundry and GitHub

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    Kurt Seifried
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    Source URL: https://azure.microsoft.com/en-us/blog/deepseek-r1-is-now-available-on-azure-ai-foundry-and-github/ Source: Hacker News Title: DeepSeek R1 Is Now Available on Azure AI Foundry and GitHub Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the availability of DeepSeek R1 in the Azure AI Foundry model catalog, emphasizing the model’s integration into a trusted and scalable platform for businesses. It…

  • Slashdot: After DeepSeek Shock, Alibaba Unveils Rival AI Model That Uses Less Computing Power

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/29/184223/after-deepseek-shock-alibaba-unveils-rival-ai-model-that-uses-less-computing-power?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: After DeepSeek Shock, Alibaba Unveils Rival AI Model That Uses Less Computing Power Feedly Summary: AI Summary and Description: Yes Summary: Alibaba’s unveiling of the Qwen2.5-Max AI model highlights advancements in AI performance achieved through a more efficient architecture. This development is particularly relevant to AI security and infrastructure…

  • The Register: DeepSeek isn’t done yet with OpenAI – image-maker Janus Pro is gunning for DALL-E 3

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/27/deepseek_image_openai/ Source: The Register Title: DeepSeek isn’t done yet with OpenAI – image-maker Janus Pro is gunning for DALL-E 3 Feedly Summary: Crouching tiger, hidden layer(s) Barely a week after DeepSeek’s R1 LLM turned Silicon Valley on its head, the Chinese outfit is back with a new release it claims is ready to…

  • Slashdot: DeepSeek Piles Pressure on AI Rivals With New Image Model Release

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/27/190204/deepseek-piles-pressure-on-ai-rivals-with-new-image-model-release?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek Piles Pressure on AI Rivals With New Image Model Release Feedly Summary: AI Summary and Description: Yes Summary: DeepSeek, a Chinese AI startup, has introduced Janus Pro, a series of open-source multimodal models that reportedly outshine OpenAI’s DALL-E 3 and Stable Diffusion. These models are aimed at enhancing…

  • Hacker News: Mastering Atari Games with Natural Intelligence

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    Kurt Seifried
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    Source URL: https://www.verses.ai/blog/mastering-atari-games-with-natural-intelligence Source: Hacker News Title: Mastering Atari Games with Natural Intelligence Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a significant advancement in the realm of AI, showcasing VERSES’ Genius-powered agent that outperforms existing leading AI algorithms on the Atari 100k benchmarking challenge with remarkable efficiency. This represents a…

  • Hacker News: Some Lessons from the OpenAI FrontierMath Debacle

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    Kurt Seifried
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    Source URL: https://www.lesswrong.com/posts/8ZgLYwBmB3vLavjKE/some-lessons-from-the-openai-frontiermath-debacle Source: Hacker News Title: Some Lessons from the OpenAI FrontierMath Debacle Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI’s announcement of the o3 model showcased a remarkable achievement in reasoning and math, scoring 25% on the FrontierMath benchmark. However, subsequent implications regarding transparency and the potential misuse of exclusive access…