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Tag: performance metrics

  • Slashdot: Study Accuses LM Arena of Helping Top AI Labs Game Its Benchmark

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/05/01/0525208/study-accuses-lm-arena-of-helping-top-ai-labs-game-its-benchmark?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Study Accuses LM Arena of Helping Top AI Labs Game Its Benchmark Feedly Summary: AI Summary and Description: Yes Summary: The report highlights significant concerns regarding transparency and fairness in AI benchmarking, particularly focusing on allegations of biased practices within the LM Arena. Such revelations could impact the trustworthiness…

  • AWS News Blog: Amazon Nova Premier: Our most capable model for complex tasks and teacher for model distillation

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/amazon-nova-premier-our-most-capable-model-for-complex-tasks-and-teacher-for-model-distillation/ Source: AWS News Blog Title: Amazon Nova Premier: Our most capable model for complex tasks and teacher for model distillation Feedly Summary: Nova Premier is designed to excel at complex tasks requiring deep context understanding, multistep planning, and coordination across tools and data sources. It has capabilities for processing text, images, and…

  • 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…

  • Cloud Blog: DORA’s new report: Unlock generative AI in software development

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/sharing-new-dora-research-for-gen-ai-in-software-development/ Source: Cloud Blog Title: DORA’s new report: Unlock generative AI in software development Feedly Summary: How is generative AI actually impacting developers’ daily work, team dynamics, and organizational outcomes? We’ve moved beyond simply asking if organizations are using AI, and instead are focusing on how they’re using it. That’s why we’re excited…

  • Simon Willison’s Weblog: llm-fragment-symbex

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/23/llm-fragment-symbex/#atom-everything Source: Simon Willison’s Weblog Title: llm-fragment-symbex Feedly Summary: llm-fragment-symbex I released a new LLM fragment loader plugin that builds on top of my Symbex project. Symbex is a CLI tool I wrote that can run against a folder full of Python code and output functions, classes, methods or just their docstrings and…

  • Simon Willison’s Weblog: OpenAI o3 and o4-mini System Card

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/21/openai-o3-and-o4-mini-system-card/ Source: Simon Willison’s Weblog Title: OpenAI o3 and o4-mini System Card Feedly Summary: OpenAI o3 and o4-mini System Card I’m surprised to see a combined System Card for o3 and o4-mini in the same document – I’d expect to see these covered separately. The opening paragraph calls out the most interesting new…

  • Slashdot: OpenAI Unveils o3 and o4-mini Models

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/04/16/1925253/openai-unveils-o3-and-o4-mini-models?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Unveils o3 and o4-mini Models Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s release of the o3 and o4-mini AI models marks a crucial development in AI’s capability to process and analyze images, expanding the scope of their applications. These models can utilize various tools, enhancing their…

  • Simon Willison’s Weblog: GPT-4.1: Three new million token input models from OpenAI, including their cheapest model yet

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/14/gpt-4-1/ Source: Simon Willison’s Weblog Title: GPT-4.1: Three new million token input models from OpenAI, including their cheapest model yet Feedly Summary: OpenAI introduced three new models this morning: GPT-4.1, GPT-4.1 mini and GPT-4.1 nano. These are API-only models right now, not available through the ChatGPT interface (though you can try them out…

  • Slashdot: OpenAI Unveils Coding-Focused GPT-4.1 While Phasing Out GPT-4.5

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/04/14/1726250/openai-unveils-coding-focused-gpt-41-while-phasing-out-gpt-45 Source: Slashdot Title: OpenAI Unveils Coding-Focused GPT-4.1 While Phasing Out GPT-4.5 Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s launch of the GPT-4.1 model family emphasizes enhanced coding capabilities and instruction adherence. The new models expand token context significantly and introduce a tiered pricing strategy, offering a more cost-effective alternative while…