BLETCHLEY, U.K.—Here in the English countryside, at an estate where World War II codebreakers cracked the Nazis’ Enigma encryption machine, world leaders pledged to work together to lessen risks of a technology they said also poses a grave threat.

Artificial intelligence, they said, could in its most advanced forms create catastrophic risks in realms including cybersecurity and biotechnology—or even escape human control.