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Tag: model reliability

  • Hacker News: Show HN: Formal Verification for Machine Learning Models Using Lean 4

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    Kurt Seifried
    in

    Source URL: https://github.com/fraware/leanverifier Source: Hacker News Title: Show HN: Formal Verification for Machine Learning Models Using Lean 4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The project focuses on the formal verification of machine learning models using the Lean 4 framework, targeting aspects like robustness, fairness, and interpretability. This framework is particularly relevant…

  • Simon Willison’s Weblog: New audio models from OpenAI, but how much can we rely on them?

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/20/new-openai-audio-models/#atom-everything Source: Simon Willison’s Weblog Title: New audio models from OpenAI, but how much can we rely on them? Feedly Summary: OpenAI announced several new audio-related API features today, for both text-to-speech and speech-to-text. They’re very promising new models, but they appear to suffer from the ever-present risk of accidental (or malicious) instruction…

  • Hacker News: Any insider takes on Yann LeCun’s push against current architectures?

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    Kurt Seifried
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    Source URL: https://news.ycombinator.com/item?id=43325049 Source: Hacker News Title: Any insider takes on Yann LeCun’s push against current architectures? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Yann Lecun’s perspective on the limitations of large language models (LLMs) and introduces the concept of an ‘energy minimization’ architecture to address issues like hallucinations. This…

  • Slashdot: OpenAI Pushes AI Agent Capabilities With New Developer API

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    Kurt Seifried
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    Source URL: https://developers.slashdot.org/story/25/03/11/2154229/openai-pushes-ai-agent-capabilities-with-new-developer-api?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Pushes AI Agent Capabilities With New Developer API Feedly Summary: AI Summary and Description: Yes Summary: OpenAI has introduced a new Responses API aimed at enabling developers to create autonomous AI agents capable of performing tasks using its AI models. This API will replace the older Assistants API…

  • Hacker News: SepLLM: Accelerate LLMs by Compressing One Segment into One Separator

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    Kurt Seifried
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    Source URL: https://sepllm.github.io/ Source: Hacker News Title: SepLLM: Accelerate LLMs by Compressing One Segment into One Separator Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel framework called SepLLM designed to enhance the performance of Large Language Models (LLMs) by improving inference speed and computational efficiency. It identifies an innovative…

  • 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…

  • Hacker News: Gemini 2.0 is now available to everyone

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    Kurt Seifried
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    Source URL: https://blog.google/technology/google-deepmind/gemini-model-updates-february-2025/ Source: Hacker News Title: Gemini 2.0 is now available to everyone Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines the launch and features of the Gemini 2.0 series of AI models by Google, highlighting advancements in performance, multimodal capabilities, and safety measures. It introduces several models tailored for…

  • Hacker News: Andrew Ng on DeepSeek

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    Kurt Seifried
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    Source URL: https://www.deeplearning.ai/the-batch/issue-286/ Source: Hacker News Title: Andrew Ng on DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines significant advancements and trends in the field of generative AI, particularly emphasizing China’s emergence as a competitor to the U.S. in this domain, the implications of open weight models, and the innovative…

  • Slashdot: Anthropic Builds RAG Directly Into Claude Models With New Citations API

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/01/27/2129250/anthropic-builds-rag-directly-into-claude-models-with-new-citations-api Source: Slashdot Title: Anthropic Builds RAG Directly Into Claude Models With New Citations API Feedly Summary: AI Summary and Description: Yes Summary: Anthropic has introduced a new feature called Citations for its Claude models, enhancing their ability to provide accurate and traceable responses by linking answers directly to source documents. This development…