Research
Grade-level alignment in LLM-generated K-12 instruction
LLMs consistently overshoot their target grade level. I measured drift across 1,080 generated explanations and found one prompt intervention that closes 62% of the gap.
Editor, Bright Learning
Sam Naji
Founder, UniqLearnSam Naji edits Bright Learning, guiding its coverage of AI in education for the people who run, teach, and care about schools.