Goal Inference and Hypothesis Ranking: ASRA Phase 5 — From Interventions to Scientific Objectives
Phase 5 adds the Goal Inference and Hypothesis Engine: win-condition templates, progress detection, object roles, hypothesis ranking, and discriminating experiment planning—building on Phases 1–4. The article presents theory and architecture; a companion Kaggle notebook deploys GoalHypothesisEngine hints for ARC Prize 2026.