A few points.

Yes we did learn something, atomic bombs are pretty nasty. Never been used since.

The Japs started the war and the Americans finished it. Why should the US suffer 100s of thousands of casualties to defeat Japan when it didn't have to? Learn about Iwo Jima, Guam and the many other battles where the japs fought to the last man.