Insights
August 10, 2026
US schools spend roughly $13 billion a year on education software, and AI tutors are a fast-growing slice. But can they teach and does anyone check? We built a test to find out.
July 25, 2026
What's genuinely new is two open-source skills, and because the skill format is portable, anyone can rebuild the whole thing on a model they control - a detail the progress-versus-privacy debate is missing.
July 7, 2026
Four models, asked to write for specific grades, track the target for a while — then flatten into a middle-grade register no matter how high you aim. None of the grade-11 passages reached a grade-11 level.
October 22, 2025
We read a geographically and demographically diverse cross-section of public school board meetings from this fall - more than 600,000 words of transcript - to see what districts are actually deciding. Three trends stood out: budget strain, bell-to-bell phone bans, and the first stirrings of AI governance.