Overview
Dawson covers AI for academic study and professional productivity, emphasizing practical techniques grounded in learning science research. His newsletter focuses on using AI for retrieval practice rather than just summarization—forcing recall, identifying weak spots, and building spaced review systems that produce genuine understanding.
Key Themes
- Retrieval Practice
- Evidence-Based Learning
- Spaced Review Systems
- AI Study Methods
- Prompt Engineering for Learning
Posts
Visual Guide: AI Study Workflow
February 1, 2026
A visual walkthrough of an AI-assisted study system built on retrieval practice loops (AI as tutor) and spaced review planning, grounded in research from Dunlosky, Roediger & Karpicke, and Cepeda.
Evidence-Based AI Study System
January 25, 2026
Explores research-backed approaches to learning with AI assistance for genuine comprehension.
AI Study Prompts That Actually Work
January 24, 2026
Focuses on effective prompt engineering techniques for educational purposes and real understanding.