The Household Production Boundary

Google ATLAS's most novel contribution — 86.5% of conversational AI usage happens outside formal work, human time allocation predicts where AI questions go (slope 0.77, ~50% of variance), high-friction bureaucracy over-indexes ~20× with half of those queries outside business hours, and 0.5–5% household time savings values at $15–149B/yr in the US that GDP cannot see by construction