Future-as-Label: Scalable Supervision from Real-World Outcomes

Benjamin Turtel, Paul Wilczewski, Danny Franklin +1

Time creates free supervision: forecasts about real-world events resolve to verifiable outcomes. The passage of time provides labels that require no annotation. To exploit this str…