Price Transmission Mechanism
If Money supply was rising, that would in time lead to rising prices as too much money chases too few goods. PPP suggests that under the law of one price, the price of freely tradable goods must be the same everywhere over time and that the exchange rate must adjust to archive that. Hence, as prices rise in a country relative to prices for the same goods elsewhere, so the currency must depreciate to restore equilibrium.