Booting Earth Optimization System
Thank you for your patience. Your civilization is very important to us.
Thank you for your patience. Your civilization is very important to us.
Spending on Transportation should be decreased by $39.4B (-37.5%) to reach the optimal allocation of $65.6B.
The Optimal Budget Generator (OBG) uses a diminishing-returns framework to allocate spending across categories. Each budget category is modeled with a concave utility function — the first dollar spent on a category produces more welfare than the billionth dollar.
The marginal return of 0.00% means each additional dollar currently spent on Transportation produces 0.00 cents of welfare value. Categories with higher marginal returns are underfunded relative to their potential; those with lower returns are overfunded.
Federal spending is about $6.71T. Each category's optimal is an independent efficient-frontier estimate, not a fixed-budget reallocation of that total across all 18 categories.
See the Optimal Budget Generator paper for full methodology.
Generated 7/12/2026 · Optimitron OBG