Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards

Tev-Gym is the first long-horizon agent training dataset with verifiable, dense, progressive rewards: 1,170 environments across 7 domains, built latent-world-first. RL with progress-potential reward shaping yields Tev-27B and Tev-320B.