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Zhuosong Jiang

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نسخة أولية وصول مفتوح

VERA: Scaling Verifiable Environments for Agentic co-Evolution

Junqi Liu, Yongyang Pan, Zhuosong Jiang وآخرون · 2026

Competent agents need precise and verifiable environments, such as sandboxes that are resumable at any stage and evolve from observable evidence. However, most long-horizon work exposes how rare these are: for example, an agent in medical research must ground a finding, classify it, and write a report over dozens of de …

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