LHO

The Ledger · Entry 002 · Language

Open-domain quiz answering on Jeopardy!

Ceded to machinesSince 2011Criterion performanceLast reviewed 2026-08-17

Event

IBM's Watson beats Ken Jennings and Brad Rutter over two televised exhibition matches, finishing with 77,147 dollars.

The task was answering natural-language clues drawn from general knowledge, under quiz-show rules, against the two strongest players in the show's history. Watson received the clues as text, pressed a mechanical buzzer, and its errors were visible on air, including a Final Jeopardy answer of Toronto in a category about US cities. Speed on the buzzer mattered, and so did retrieval over a fixed corpus rather than reasoning. The result was not disputed, and open-domain question answering by machines has only widened the gap since.