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- Context windows - Anthropic
The “context window” refers to the entirety of the amount of text a language model can look back on and reference when generating new text plus the new text it generates This is different from the large corpus of data the language model was trained on, and instead represents a “working memory” for the model
- Understanding the Anthropic ‘Computer Use’ model - Medium
Yesterday, AI startup Anthropic dropped a new release that caused quite a stir They released a new version of their flagship Large Language Model — Claude Sonnet 3 5 This new model features
- Computer Use (preview) in Azure OpenAI - Azure OpenAI
Use this article to learn how to work with Computer Use in Azure OpenAI Computer Use is a specialized AI tool that uses a specialized model that can perform tasks by interacting with computer systems and applications through their UIs
- Tokens and Context Windows in LLMs - GeeksforGeeks
Sliding Context Windows: To address the limitations of fixed context windows, some models use a sliding window approach, where the context is updated as the model processes new tokens This method ensures that the model always operates within the context window, but it may cause some loss of global information as tokens "fall out" of the window
- Claude Sonnet 4 \ Anthropic
Claude Sonnet 4 can understand nuanced instructions and context, recognize and correct its own mistakes, and create sophisticated analysis and insights from complex data Combined with superior coding, vision, and writing skills, you can use Claude Sonnet 4 for a variety of use cases
- Computer-Using Agent - OpenAI
Powering Operator is Computer-Using Agent (CUA), a model that combines GPT‑4o's vision capabilities with advanced reasoning through reinforcement learning CUA is trained to interact with graphical user interfaces (GUIs)—the buttons, menus, and text fields people see on a screen—just as humans do
- Model Selection Guide - Cline
Think of a context window as your AI assistant’s working memory - similar to RAM in a computer It determines how much information the model can “remember” and process at once during your conversation This includes: Context windows are measured in tokens (roughly 3 4 of a word in English) Different models have different context window sizes:
- For Claude Desktop Users – Model Context Protocol （MCP）
In this tutorial, you will extend Claude for Desktop so that it can read from your computer’s file system, write new files, move files, and even search files Don’t worry — it will ask you for your permission before executing these actions! 1 Download Claude for Desktop Start by downloading Claude for Desktop, choosing either macOS or Windows
- Awesome MCP Servers
A collection of servers for the Model Context Protocol Discover, extract, and interact with the web - one interface powering automated access across the public internet Web and local search using Brave's Search API Web content fetching and conversion for efficient LLM usage Secure file operations with configurable access controls
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