- October 16, 2026 · 11 min
Designing AI for Classroom Adoption(new)
A qualitative study, in collaboration with KTH, into what actually drives adoption of AI-supported educational tools in Swedish classrooms. Understanding what makes educational AI work in real classrooms is fundamental for safe and positive implementation.
- June 11, 2026 · 4 min
Claude Fable 5 on SocratesBench
A focused look at Claude Fable 5 on SocratesBench, and model comparisons.
- June 1, 2026 · 19 min
SocratesBench: A Curriculum-Aware Adversarial Benchmark for Pedagogical AI Tutors
A white paper introducing SocratesBench - an adversarial, judge-based benchmark measuring pedagogical failure modes in LLM tutors across a fixed quadratic-equation task.
