IBM plans to announce Monday that it is in the final stages of completing a computer program named Watson to compete against human “Jeopardy!” contestants, using a Blue Gene supercomputer and a database with a significant fraction of the Web now indexed by Google.

If the program — a new class of software that can “understand” human questions and respond to them correctly — beats the humans, the field of artificial intelligence will have made a leap forward.