(2/x) Idea is simple: w/o visuals, ChatGPT and other LLMs do not always generate optimal plan to the current situation. We propose **selector** or "goal model", that determine the optimal subgoal to take (ex. hunt sheep or chop tree) via self-supervised horizon prediction