Scholars explain that this "sign" was unusual. It wasn't meant to prove God would save Jerusalem, but to confirm afterward that He had. The ability to live in peace for two years and resume normal farming in the third would be the ongoing proof that the Assyrian threat was permanently gone and that the deliverance was a divine act, not mere chance.