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Apodex 1.1: Scaling Agentic Intelligence for Complex Work

169 upvotes · 24 AUG 2026 · Apodex Team, B. An, B. Li et al.

This paper develops a new AI system called Apodex that can perform sustained, verifiable progress on complex tasks, such as professional work, research, and coding, by combining reasoning, state maintenance, and interaction with files and code. A practitioner might care about Apodex because it can potentially automate complex tasks more effectively than current AI systems.

agentic intelligencesustained progresstask coordinationenvironment scalingheavy-duty solving