Writing
Thoughts on AI in mathematics education, research methodology, and building tools that actually work.
Posts coming soon
Regular writing about AI in math education research, building educational tools, and lessons from the field.
Planned Topics
Debugging Gemini's Video Transcription
Lessons from building a reliable transcription pipeline for education research
Why Most AI Math Tools Miss the Point About Argumentation
What happens when we confuse right answers with mathematical reasoning
Building Chatbots That Embody Misconceptions
Design decisions and pilot results from Build-A-Bot
What I Learned Running Editorial for TME
Recognizing AI fingerprints in academic manuscripts