Where would you physically convert other currency into USD?

Airports (You get the lowest conversion rate here) or Foreign Currency accepting banks (Usually your larger banks like Bank of America or Wells Fargo) banks. They will use the daily rate (which can be higher or lower, just depending on the market that day).