If a car manufacturer says to use premium fuel, would using regular fuel cause harm or just lower performance?

Manufacturer of some new cars tell you to use premium fuel. Sometimes they state that using regular might harm the engine. I had always thought that you could use regular fuel instead and the only difference might be lower performance.
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