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cs.AI2026
Argus: A General-Purpose Agentic Reasoning Runtime for Long-Horizon Tasks
Boxiu Li, Zimo Wen, Yijia Fan +24
Long-horizon reasoning requires an agentic runtime that can persist when evidence supports its current approach and pivot when measurements reveal failure, hidden constraints, or a…
cs.SE2026
Specula: Scaling formal specifications for autonomous model checking of system code
Qian Cheng, Saad Mohammad Rafid Pial, Ruize Tang +6
Specula is a push-button agentic system that generates high-quality formal specifications for large, complex system code and uses the specifications for highly effective model chec…