Tag: tool use

  • Hacker News: Command A: Max performance, minimal compute – 256k context window

    Source URL: https://cohere.com/blog/command-a Source: Hacker News Title: Command A: Max performance, minimal compute – 256k context window Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces Command A, a powerful generative AI model designed to meet the performance and security needs of enterprises. It emphasizes the model’s efficiency, cost-effectiveness, and multi-language capabilities…

  • Simon Willison’s Weblog: OpenAI API: Responses vs. Chat Completions

    Source URL: https://simonwillison.net/2025/Mar/11/responses-vs-chat-completions/#atom-everything Source: Simon Willison’s Weblog Title: OpenAI API: Responses vs. Chat Completions Feedly Summary: OpenAI API: Responses vs. Chat Completions OpenAI released a bunch of new API platform features this morning under the headline “New tools for building agents" (their somewhat mushy interpretation of "agents" here is "systems that independently accomplish tasks on…

  • Hacker News: A Practical Guide to Running Local LLMs

    Source URL: https://spin.atomicobject.com/running-local-llms/ Source: Hacker News Title: A Practical Guide to Running Local LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the intricacies of running local large language models (LLMs), emphasizing their applications in privacy-critical situations and the potential benefits of various tools like Ollama and Llama.cpp. It provides insights…

  • Simon Willison’s Weblog: Structured data extraction from unstructured content using LLM schemas

    Source URL: https://simonwillison.net/2025/Feb/28/llm-schemas/#atom-everything Source: Simon Willison’s Weblog Title: Structured data extraction from unstructured content using LLM schemas Feedly Summary: LLM 0.23 is out today, and the signature feature is support for schemas – a new way of providing structured output from a model that matches a specification provided by the user. I’ve also upgraded both…

  • Hacker News: ScatterBrain: Unmasking the Shadow of PoisonPlug’s Obfuscator

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/scatterbrain-unmasking-poisonplug-obfuscator Source: Hacker News Title: ScatterBrain: Unmasking the Shadow of PoisonPlug’s Obfuscator Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text provides a comprehensive analysis of the ScatterBrain obfuscating compiler, a sophisticated tool used in cyber espionage by China-nexus actors, particularly with the POISONPLUG.SHADOW malware. It highlights the advanced obfuscation techniques…

  • Cloud Blog: Introducing custom rules in Workload Manager: Evaluate workloads against customized best practices

    Source URL: https://cloud.google.com/blog/products/compute/introducing-workload-manager-custom-rules/ Source: Cloud Blog Title: Introducing custom rules in Workload Manager: Evaluate workloads against customized best practices Feedly Summary: Are you a cloud architect or IT admin tasked with ensuring deployments are following best practices and generating configuration validation reports? The struggle of adopting best practices is real. And not just the first…

  • Cloud Blog: Introducing agent evaluation in Vertex AI Gen AI evaluation service

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/introducing-agent-evaluation-in-vertex-ai-gen-ai-evaluation-service/ Source: Cloud Blog Title: Introducing agent evaluation in Vertex AI Gen AI evaluation service Feedly Summary: Comprehensive agent evaluation is essential for building the next generation of reliable AI. It’s not enough to simply check the outputs; we need to understand the “why" behind an agent’s actions – its reasoning, decision-making process,…

  • Hacker News: Magenta.nvim – an AI coding assistant plugin for Neovim focused on tool use

    Source URL: https://github.com/dlants/magenta.nvim Source: Hacker News Title: Magenta.nvim – an AI coding assistant plugin for Neovim focused on tool use Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes “magenta.nvim,” a Neovim plugin designed for leveraging Large Language Model (LLM) agents. It outlines its features, installation instructions, and differences between similar tools,…