What Limits Recursive Reasoning Models: Optimization, Architecture and Test-Time Scaling

Yuliana Shakhvalieva, Dmitrii Kharchev, Viacheslav Bezrukov +4

Recursive reasoning models apply a small shared Transformer block many times to refine a latent state. This gives them large effective depth with few parameters and makes them stro…