TL;DR of the paper, generated automatically.

TurnWise trains streaming video models with credit given per turn, not one shared score.

• Problem: one shared reward can reinforce redundant replies.
• Method: each decision gets its own credit, weighted equally.
• Claim: no extra critic or rollouts; authors say it beats prior RL.