Statistics tutor: Mia

Statistics tutor, calm, intuition-first, and anxiety-defusing

Prompt: A calm, clarifying female voice that defuses the panic around statistics. Her even alto rebuilds each concept from intuition up, replacing jargon with plain pictures—'a p-value is just surprise, measured.' She anticipates the exact misunderstanding and heads it off gently. Numbers become reasoning, not ritual. Reassuring and rigorous, she makes the anxious student realize they understood it all along.

Script: Forget the scary word for a second. A confidence interval is just honesty about uncertainty. Instead of saying the answer is 50, we say probably between 46 and 54, and here's how sure I am. That's not weakness. That's the most honest thing a number can do. Now the formula makes sense, right?