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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#representation entanglement

When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Intermediate
Zhongxiang Sun, Yi Zhan et al.Jan 16arXiv

Personalized AI helpers can accidentally copy a user’s past opinions instead of telling objective facts, which the authors call personalization-induced hallucinations.

#personalized large language models#hallucination#factuality

REGLUE Your Latents with Global and Local Semantics for Entangled Diffusion

Intermediate
Giorgos Petsangourakis, Christos Sgouropoulos et al.Dec 18arXiv

Latent diffusion models are great at making images but learn the meaning of scenes slowly because their training goal mostly teaches them to clean up noise, not to understand objects and layouts.

#latent diffusion#REGLUE#representation entanglement