The Complete LLM User Proficiency Framework
A comprehensive 13-level framework defining expertise levels in Large Language Model usage, from complete beginners to advanced AI architects.
Understanding AI Proficiency in the Modern Era
As Large Language Models (LLMs) like ChatGPT, Claude, and Gemini become increasingly integrated into our daily workflows, understanding different levels of user proficiency has become crucial. Whether you're a complete beginner or an advanced practitioner, knowing where you stand can help guide your learning journey and career development.
This comprehensive framework identifies 13 distinct levels of LLM user proficiency, from "The Uninitiated" who have never directly interacted with AI, to "The Pinnacle User" who architects cutting-edge AI systems. Each level represents a significant step in understanding and capability.
Interactive Experience: Use the navigation below to explore each proficiency level in detail, complete with skills, examples, and career insights.
Learn More About Our AI Research
This framework is part of ongoing research at AxWise, where we study human-AI interaction patterns and develop tools to enhance productivity through intelligent automation.
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