P. Barcelos

Latent Fact-Checking: Detecting Misinformation through Activation Engineering

Findings provide evidence that truthfulness is a structured, linearly separable concept in the latent space of pretrained language models, and point toward interpretability-driven misinformation detection as a practical complement to retrieval-based pipelines.