Apodex 1.0 — A Verification Centric Agent for Deep Research 📰 Tech Blog 📄 Tech Report 1. Model Introduction Apodex 1.0 is a verification centric model for deep research. The trained model alone, Apodex 1.0, runs as a standard tool using ReAct agent. Deployed in our heavy duty mode — an asynchronous agent team in which sub agents specialize in retrieval and verification, route their reports through a shared evidence pool, and feed a global verifier that reasons over the assembled evidence graph to produce the final answer — it becomes Apodex 1.0 H . Under the hood, a high quality data pipeline and a three stage post training recipe (SFT, agentic DPO, RL on long agentic rollouts) substantially raise the deep research capability of the Qwen3.5 base while preserving its general knowledge, coding, reasoning, and instruction following capabilities — the recipe is additive on the deep research axis rather than a trade across axes. Apodex 1.0 H sets a new state of the art across both open and closed source models on deep research benchmarks. Every claim in the final report it produces is backed by an explicit evidence chain and independently audited by a verification team before delivery…
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