Not mostly. Inflation is the rise in price of all goods, because there is (physically or effectively - see Velocity Of Money) more money in circulation. In this case, "increasing our earnings potential" means making people better at making stuff, and that stuff should see a fall in prices, with rises restricted to things we can't effectively (for whatever reason) make more of.
