Incorrect.
The proof of work difficulty scales automatically. If the miners/hash-power reduces then blocks become easier to mine.
The Bitcoin blockchain could subsist on a minuscule fraction of todays energy usage if the majority of miners decided to throw away their investments and stop mining.