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Long-horizon models introduce new safety and alignment challenges because their extended reasoning chains make it harder to detect harmful behavior before execution. These models can pursue goals over many steps, increasing the risk of unintended or misaligned actions. Researchers are developing new techniques to monitor and steer these complex systems.
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