
HITL Curbs LLM Objective Drift in CS Education
LLMs in CS education cause objective drift, where plausible outputs diverge from specs. Paper proposes human-in-the-loop (HITL) pedagogy using control theory for stable AI use. Pilot curriculum teaches planning, criteria before code gen, with study comparing methods.






