Long-horizon task — A long-horizon task is a task that takes many steps and a long time to complete, such as building software or running a research project. Such tasks test an AI’s planning, memory, and ability to recover from errors. The length of tasks AI can complete reliably has been growing quickly. It is a key measure of agent progress.

Added October 21, 2026