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Surprisingly, the "think before answer" paradigm fails to enhance generative recommendation models, prompting a novel approach that redefines how reasoning is integrated into these systems.
LVLMs can be jailbroken by "Reasoning-Oriented Programming," which chains together harmless visual inputs to trigger harmful reasoning, much like return-oriented programming in traditional security exploits.
