When “looking through” looks away: inflation’s surprise, welfare loss, and what schools needed from monetary policy

Forecast errors turned a supply shock into larger welfare losses; “look-through” amplified them
Make look-through state-contingent with public shock decompositions and automatic triggers
Shield schools via indexed budgets, pooled energy hedging, and efficiency investments that cut volatile costs