11+, 13+, and Common Entrance: Where AI Tutoring Actually Helps (and Where It Doesn't)

The UK independent school entry exams are a specific kind of pressure: short timed papers, multiple subjects, a child who is ten or twelve years old. Generic AI homework helpers don't fit. Personalised, energy-aware Socratic tutors might.