Can you solve a maze that frontier AI agents can’t?

We’ve been testing frontier reasoning models in simple interactive 2D mazes to understand why capable agents still fall apart over longer horizons.

Across 150 runs, they solved just 6!

Try one of the environments yourself.

On September 11, we’re doing a live breakdown of what the agents actually do, where they fail, and what the trajectories reveal about long-horizon reasoning.