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AI reviewers can be gamed by merely altering how research is presented, achieving significant score increases without changing the underlying science.
A4D redefines robot interaction by enabling planning based on what objects can do, not just how they look, achieving unprecedented accuracy and speed in novel scenarios.
Achieving photorealistic 3D human avatars from a single image in under a second could revolutionize virtual reality and gaming applications.
LLMs can now automatically slim down and future-proof mathematical proofs, achieving 70% compression and 60% faster compilation by strategically rewriting them.
Using preference data from stronger models to align LLMs via DPO can backfire, dramatically worsening safety by making models more susceptible to jailbreaking.