Function alpha 

pub fn alpha(lessons: &Path) -> f64

The learned policy’s α for the store that holds lessons: the collective’s risk (risk_of), policy::ALPHA unless it sets one. What the hook reads into Ctx::alpha at the check; a replay reads the record’s instead (alpha_of).