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The Hong Kong University of Science and Technology (, The Hong Kong University of Science and Technology
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Low-KL agreement can trap models in ineffective training regimes, but KAT offers a dynamic solution that boosts accuracy while slashing rollout lengths.
Fewer than two edits can enable 76.2% of unsafe images to bypass safety classifiers while retaining their malicious intent, exposing critical vulnerabilities in current moderation systems.
Robots can now "remember" and manipulate objects they can't currently see, thanks to a spatial memory system that lets them reason beyond their immediate field of view.
