{"type": "article", "title": "It Takes 8 Tokens: Weak-to-Strong Off-Policy RL via Auxiliary Branches", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/it-takes-8-tokens-weak-to-strong-off-policy-rl-via-auxiliary-branches", "original_source": "https://arxiv.org/abs/2607.16205", "published": "2026-07-21T04:00:00+00:00", "accessed": "2026-07-22", "id": "it-takes-8-tokens-weak-to-strong-off-policy-rl-via-auxiliary-branches"}