PROCESS REINFORCEMENT THROUGH IMPLICIT REWARDS

Summary from the TLDR AI newsletter

There are very few promising open replications of o1 reasoning. This work is quite promising in that it uses implicit rewards that don't require a formal reward method or model, but also rewards the outcome which is inline with what we know about reasoning models. The code is in progress, but its developers have released the data and models.