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Overview This work proposes training single models to natively behave like multi‑agent systems, coordinating “role‑playing” and tool agents end‑to‑end. They distill strong multi‑agent frameworks into CoA trajectories, then optimize with agentic RL on verifiable tasks. https://t.co/hR4PTUEQpa
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