Apodex-1.0: Verification-Centric Agent Teams

Translation status: The English translation is pending. The section structure is synchronized with the Chinese source.

Motivation: Reliability Must Come from External Verification

Method: Agent Teams, Heavy-Duty Verification, AgentOS, and Post-Training

Three Properties of the Agent Team

Heavy-Duty Verification across Research, Coding, and Mathematics

AgentOS: A Task-Agnostic Runtime

Training Data

Training Pipeline

Results

Deep-Research Benchmarks

Preserving General Capabilities

Internal Hard Deep Research Evaluation

Position in the Deep-Research Landscape