blog / field notes
Less futurism, more human consequence
Blog essays about AI, education, research methods, and chemistry. Start with the problem, then let the tools enter the field.
- articles
- 3
- series
- 2
Series and articles
AI Research Efficiency 101
Why Research Teachers Need AI Workflows
AI is not a programming requirement. It is a way to delegate repeatable research work while keeping expert judgment in human hands.
Prompting Is Task Design, Not Spell Casting
Better prompts do not come from clever wording. They come from clearer goals, materials, constraints, formats, and checks.