4 papers
Beyond AI-Generated Labels: Watermarking, Co-Creation, and Conflation of AI-Generation with Disinformation
Federico Germani, Giovanni Spitale
Watermarking is often presented as a straightforward solution for distinguishing AI-generated from human-generated content, enabling platforms and regulators to trace synthetic con…
Complacent, Not Sycophantic: Reframing Large Language Models and Designing AI Literacy for Complacent Machines
Federico Germani, Giovanni Spitale
Large language models are often described as sycophantic, in the sense that they appear to flatter users or mirror their beliefs. We argue that this label is conceptually misleadin…
The Making of Digital Ghosts: Designing Ethical AI Afterlives
Giovanni Spitale, Federico Germani
Advances in artificial intelligence now make it possible to simulate the dead through chatbots, voice clones, and video avatars trained on a person's digital traces. These "digital…
Source framing triggers systematic evaluation bias in Large Language Models
Federico Germani, Giovanni Spitale
Large Language Models (LLMs) are increasingly used not only to generate text but also to evaluate it, raising urgent questions about whether their judgments are consistent, unbiase…