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Tag: model reliability

  • Simon Willison’s Weblog: Anthropic status: Model output quality

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Sep/9/anthropic-model-output-quality/ Source: Simon Willison’s Weblog Title: Anthropic status: Model output quality Feedly Summary: Anthropic status: Model output quality Anthropic previously reported model serving bugs that affected Claude Opus 4 and 4.1 for 56.5 hours. They’ve now fixed additional bugs affecting “a small percentage" of Sonnet 4 requests for almost a month, plus a…

  • The Register: Alibaba admits Qwen3’s hybrid-thinking mode was dumb

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/07/31/alibaba_qwen3_hybrid_thinking/ Source: The Register Title: Alibaba admits Qwen3’s hybrid-thinking mode was dumb Feedly Summary: Chinese e-commerce giant is going back to dedicated instruct and thinking-tuned models as they prioritize quality over convenience One of the headline features of Alibaba’s Qwen 3 family of models when they launched back in April was the ability…

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

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    Kurt Seifried
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    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…