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Tag: token

  • Simon Willison’s Weblog: Open weight LLMs exhibit inconsistent performance across providers

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Aug/15/inconsistent-performance/ Source: Simon Willison’s Weblog Title: Open weight LLMs exhibit inconsistent performance across providers Feedly Summary: Artificial Analysis published a new benchmark the other day, this time focusing on how an individual model – OpenAI’s gpt-oss-120b – performs across different hosted providers. The results showed some surprising differences. Here’s the one with the…

  • The Register: Little LLM on the RAM: Google’s Gemma 270M hits the scene

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/08/15/little_llm_on_the_ram/ Source: The Register Title: Little LLM on the RAM: Google’s Gemma 270M hits the scene Feedly Summary: A tiny model trained on trillions of tokens, ready for specialized tasks Google has unveiled a pint-sized new addition to its “open" large language model lineup: Gemma 3 270M.… AI Summary and Description: Yes Summary:…

  • Docker: MCP Horror Stories: The GitHub Prompt Injection Data Heist

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    Kurt Seifried
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    Source URL: https://www.docker.com/blog/mcp-horror-stories-github-prompt-injection/ Source: Docker Title: MCP Horror Stories: The GitHub Prompt Injection Data Heist Feedly Summary: This is Part 3 of our MCP Horror Stories series, where we examine real-world security incidents that validate the critical vulnerabilities threatening AI infrastructure and demonstrate how Docker MCP Toolkit provides enterprise-grade protection. The Model Context Protocol (MCP)…

  • Simon Willison’s Weblog: Claude Sonnet 4 now supports 1M tokens of context

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Aug/12/claude-sonnet-4-1m/ Source: Simon Willison’s Weblog Title: Claude Sonnet 4 now supports 1M tokens of context Feedly Summary: Claude Sonnet 4 now supports 1M tokens of context Gemini and OpenAI both have million token models, so it’s good to see Anthropic catching up. This is 5x the previous 200,000 context length limit of the…

  • Cloud Blog: Taming the stragglers: Maximize AI training performance with automated straggler detection

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/stragglers-in-ai-a-guide-to-automated-straggler-detection/ Source: Cloud Blog Title: Taming the stragglers: Maximize AI training performance with automated straggler detection Feedly Summary: Stragglers are an industry-wide issue for developers working with large-scale machine learning workloads. The larger and more powerful these systems become, the more their performance is hostage to the subtle misbehavior of a single component.…

  • Simon Willison’s Weblog: AI for data engineers with Simon Willison

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Aug/11/ai-for-data-engineers/#atom-everything Source: Simon Willison’s Weblog Title: AI for data engineers with Simon Willison Feedly Summary: AI for data engineers with Simon Willison I recorded an episode last week with Claire Giordano for the Talking Postgres podcast. The topic was “AI for data engineers" but we ended up covering an enjoyable range of different…