Tag: performance

  • Simon Willison’s Weblog: Claude Code: Best practices for agentic coding

    Source URL: https://simonwillison.net/2025/Apr/19/claude-code-best-practices/#atom-everything Source: Simon Willison’s Weblog Title: Claude Code: Best practices for agentic coding Feedly Summary: Claude Code: Best practices for agentic coding Extensive new documentation from Anthropic on how to get the best results out of their Claude Code CLI coding agent tool, which includes this fascinating tip: We recommend using the word…

  • Simon Willison’s Weblog: Gemma 3 QAT Models

    Source URL: https://simonwillison.net/2025/Apr/19/gemma-3-qat-models/ Source: Simon Willison’s Weblog Title: Gemma 3 QAT Models Feedly Summary: Gemma 3 QAT Models Interesting release from Google, as a follow-up to Gemma 3 from last month: To make Gemma 3 even more accessible, we are announcing new versions optimized with Quantization-Aware Training (QAT) that dramatically reduces memory requirements while maintaining…

  • Slashdot: As Russia and China ‘Seed Chatbots With Lies’, Any Bad Actor Could Game AI the Same Way

    Source URL: https://yro.slashdot.org/story/25/04/19/1531238/as-russia-and-china-seed-chatbots-with-lies-any-bad-actor-could-game-ai-the-same-way?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: As Russia and China ‘Seed Chatbots With Lies’, Any Bad Actor Could Game AI the Same Way Feedly Summary: AI Summary and Description: Yes Summary: The text discusses how Russia is automating the spread of misinformation to manipulate AI chatbots, potentially serving as a model for other malicious actors.…

  • Slashdot: OpenAI Puzzled as New Models Show Rising Hallucination Rates

    Source URL: https://slashdot.org/story/25/04/18/2323216/openai-puzzled-as-new-models-show-rising-hallucination-rates Source: Slashdot Title: OpenAI Puzzled as New Models Show Rising Hallucination Rates Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s recent AI models, o3 and o4-mini, display increased hallucination rates compared to previous iterations. This raises concerns regarding the reliability of such AI systems in practical applications. The findings emphasize the…

  • Simon Willison’s Weblog: Quoting Andrew Ng

    Source URL: https://simonwillison.net/2025/Apr/18/andrew-ng/ Source: Simon Willison’s Weblog Title: Quoting Andrew Ng Feedly Summary: To me, a successful eval meets the following criteria. Say, we currently have system A, and we might tweak it to get a system B: If A works significantly better than B according to a skilled human judge, the eval should give…

  • AWS Open Source Blog: Modernizing Snowflake Corporate’s Kubernetes Infrastructure with Bottlerocket and Karpenter

    Source URL: https://aws.amazon.com/blogs/opensource/modernizing-snowflake-corporates-kubernetes-infrastructure-with-bottlerocket-and-karpenter/ Source: AWS Open Source Blog Title: Modernizing Snowflake Corporate’s Kubernetes Infrastructure with Bottlerocket and Karpenter Feedly Summary: Snowflake Corporate IT Cloud Operations reached a critical juncture in its cloud infrastructure evolution. Managing large-scale containerized workloads on Amazon Elastic Kubernetes Service (Amazon EKS) demanded a modern, secure, and efficient operating system. The existing…

  • Cloud Blog: Supercharge your data the open-source way: Memorystore for Valkey is now GA

    Source URL: https://cloud.google.com/blog/products/databases/announcing-general-availability-of-memorystore-for-valkey/ Source: Cloud Blog Title: Supercharge your data the open-source way: Memorystore for Valkey is now GA Feedly Summary: Editor’s note: Ping Xie is a Valkey maintainer on the Valkey Technical Steering Committee (TSC). Memorystore, Google Cloud’s fully managed in-memory service for Valkey, Redis and Memcached, plays an increasingly important role in our…

  • Slashdot: Microsoft Researchers Develop Hyper-Efficient AI Model That Can Run On CPUs

    Source URL: https://slashdot.org/story/25/04/17/2224205/microsoft-researchers-develop-hyper-efficient-ai-model-that-can-run-on-cpus?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Microsoft Researchers Develop Hyper-Efficient AI Model That Can Run On CPUs Feedly Summary: AI Summary and Description: Yes Summary: Microsoft has launched BitNet b1.58 2B4T, a highly efficient 1-bit AI model featuring 2 billion parameters, optimized for CPU use and accessible under an MIT license. It surpasses competitors in…

  • Simon Willison’s Weblog: Start building with Gemini 2.5 Flash

    Source URL: https://simonwillison.net/2025/Apr/17/start-building-with-gemini-25-flash/ Source: Simon Willison’s Weblog Title: Start building with Gemini 2.5 Flash Feedly Summary: Start building with Gemini 2.5 Flash Google Gemini’s latest model is Gemini 2.5 Flash, available in (paid) preview as gemini-2.5-flash-preview-04-17. Building upon the popular foundation of 2.0 Flash, this new version delivers a major upgrade in reasoning capabilities, while…

  • Simon Willison’s Weblog: Quoting Ted Sanders, OpenAI

    Source URL: https://simonwillison.net/2025/Apr/17/ted-sanders/ Source: Simon Willison’s Weblog Title: Quoting Ted Sanders, OpenAI Feedly Summary: Our hypothesis is that o4-mini is a much better model, but we’ll wait to hear feedback from developers. Evals only tell part of the story, and we wouldn’t want to prematurely deprecate a model that developers continue to find value in.…