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Claude 3.7 Sonnet is Anthropic's first "reasoning" mode with extended thinking mode. Here, we show how to use the model, how to configure the number of thinking tokens, and how to build a simple tool calling agent with Claude 3.7 Sonnet. We also discuss the results on various benchmarks and review some tips / tricks for usage. Video notes: https://mirror-feeling-d80.notion.sit... Chapters 00:00 - Introduction to Claude 3.7 Sonnet 00:25 - Setup and Installation 00:42 - New "Thinking" Parameter and Budget 01:15 - How Reasoning Output Works 01:38 - Using Claude 3.7 with Agent Tools 02:12 - Chat Models vs. Reasoning Models 02:45 - Reinforcement Learning and Reasoning Traces 03:15 - Model Specs and Performance Improvements 03:45 - Coding Performance Benchmarks 04:15 - Usage Tips for Complex Problems 04:45 - Controlling Output Length and Structure 05:00 - Prompting Best Practices 05:30 - Parameter Configuration Guide 05:45 - Understanding Response Blocks and Signatures