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cs.CR2026
Hephaestus: Toward a Cybersecurity AI Scientist
Jiaqi Li, Yang Zhao, Wen Lu +2
Cyber offense is moving to machine speed; cyber research itself is not. Existing AI scientist systems make end-to-end research automation increasingly plausible, but they target re…
cs.CR2026
Poster: ClawdGo: Endogenous Security Awareness Training for Autonomous AI Agents
Jiaqi Li, Yang Zhao, Bin Sun +3
Autonomous AI agents deployed on platforms such as OpenClaw face prompt injection, memory poisoning, supply-chain attacks, and social engineering, yet existing defences address onl…
cs.AI2026
AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum
Jiaqi Li, Lvyang Zhang, Yang Zhao +2
What does it mean to give an AI agent a complete education? Current agent development produces specialists systems optimized for a single capability dimension, whether tool use, co…