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cs.CR2026
Safety Does Not Compose: Non-Decaying Loop State for Autonomous LLM Agents
Chenhao Wu, Haoxuan Jia, Yang Liu +11
Large language model agents are increasingly deployed as autonomous loops. Starting from one human goal, such a system repeatedly discovers work, plans, executes tool calls, verifi…
cs.CR2026
LLM-Assisted Detection and Repair of Hardware Security Vulnerabilities in Verilog Designs
Ethen Santana, Gabriel Gyaase, Hao Zheng
Hardware designs, like software, are susceptible to bugs that can introduce security vulnerabilities and create opportunities for malicious exploitation. Unlike software vulnerabil…