Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...

Linux and open source are also on track to become more secure in 2026, as the ecosystem simultaneously hardens the kernel, ...