Nth
Level
AI
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Specialist
Deep expertise, real research — go where most people don't
🧒 Spark
🔭 Explorer
⚒ Builder
🎓 Practitioner
🔬 Specialist
🧬 Researcher
3
Concepts
1
Sub-topics
7
Depth Levels
3 Concepts at the Specialist Level
👁️
Attention Mechanism
Teaching models to focus on what matters
→
💬
Large Language Models
GPT-4, Claude, Gemini & beyond
🔍 1 sub-concept inside
→
🤝
RLHF
Aligning AI with human values
→
🎓
← Simpler Level
Practitioner
Undergrad · Theory + practice
🧬
→ Deeper Level
Researcher
PhD · Frontier research