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Sapienza, University of Rome
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DLMs encode latent representations of denoising progress that can be extracted and manipulated, revealing a surprising level of internal structure.
A stealth data poisoning attack can hijack LLM steering vectors, achieving a 20-55% success rate while appearing benign to users.
Stem retrieval accuracy leaps forward by 70% thanks to a new architecture that finally respects the phase of music.
