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Claude Opus System Prompt Evolution: 4.6 to 4.7 Changes Revealed
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  • #ai
  • #llm
  • #anthropic
  • #research

Claude Opus System Prompt Evolution: 4.6 to 4.7 Changes Revealed

Simon Willison details the subtle yet impactful changes Anthropic made to Claude Opus's system prompt between versions 4.6 and 4.7. This analysis offers a rare glimpse into how LLM providers fine-tune model behavior.

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Demystifying LLM Architectures: A Practical Workflow
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  • #ai
  • #llm
  • #tutorial
  • #research

Demystifying LLM Architectures: A Practical Workflow

Sebastian Raschka shares his personal, learning-oriented workflow for effectively dissecting and understanding the architectures of new open-weight Large Language Models. This guide provides a systematic approach for anyone looking to deepen their comprehension of cutting-edge AI models.

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Track Claude System Prompts with Git: A Timeline of LLM Evolution
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  • #ai
  • #llm
  • #anthropic
  • #tooling

Track Claude System Prompts with Git: A Timeline of LLM Evolution

Simon Willison shares a clever method to extract and track Claude's system prompts over time using a Python script and Git. This creates a transparent timeline of how LLM instructions evolve.

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