As the ratio inverts, review time explodes exponentially.
Key Insight: As AI shrinks creation time, the human cost of verification becomes the new bottleneck.
The "flat" time it takes to consume the final product.
The "variable" time it takes to create the product (AI shrinks this).
Creation : Consumption Ratio
2.00
TRADITIONAL
Ratio > 1:1 • Review time minimal • Quality intact
0.3-1.0 • Curation mode • Pitfalls if not careful
0.1-0.3 • 4-8 hours review • Quality breaks
<0.1 • 15-45 hours • Impossible to review