Adrian-Marius Dumitran

Automated auditing of textbooks reveals a staggering 56 technical errors in a single computer science textbook, showcasing the potential for AI to enhance educational material quality.

Safety-aligned LLMs block nearly 77% of educational requests from low-tier students, entrenching systemic inequalities in history education.

A staggering number of students worldwide graduate without any programming experience, revealing a systemic inequity in AI literacy education.

Forget dry textbooks – this Minecraft mod turns graph algorithms into an engaging game, letting students *feel* how Dijkstra's algorithm works by navigating weighted terrain.

Agentic evaluation slashes false positives in historical bias detection, making textbook auditing scalable and economically viable.