VIrtual GuardIan AngeLs for the post-truth Information Age

Descripción del proyecto

La lucha contra los sesgos cognitivos en la era de la posverdad

En nuestra era digital, distinguir la realidad de la ficción es cada vez más difícil, lo cual nos empuja hacia una era de posverdad. Dicho problema se deriva de nuestra dependencia de los atajos mentales, que conducen a sesgos y a una toma de decisiones deficiente, que se magnifican en nuestro mundo interconectado. El auge de la inteligencia artificial generativa, capaz de crear información falsa convincente, agrava este problema y puede desembocar en una crisis epistémica. El equipo del proyecto VIGILIA, financiado por el Consejo Europeo de Investigación, pretende combatir esta amenaza desarrollando técnicas automatizadas para detectar sesgos cognitivos en el procesamiento de la información. Aprovechando la inteligencia artificial y la modelización avanzada de usuarios, el equipo de VIGILIA creará herramientas denominadas «ángeles de la guarda virtuales» (VIGIL, por sus siglas en inglés) para consumidores de noticias, periodistas, investigadores y responsables políticos. Asimismo, las consideraciones éticas serán un aspecto primordial a lo largo de todo el proyecto.

Objetivo

This project is motivated by the hypothesis that we are approaching a post-truth society, where it becomes practically impossible for anyone to distinguish fact from fiction in all but the most trivial questions. A main cause of this evolution is people’s innate dependence on cognitive heuristics to process information, which may lead to biases and poor decision making. These biases risk being amplified in a networked society, where people depend on others to form their opinions and judgments and to determine their actions. Contemporary generative Artificial Intelligence technologies may further exacerbate this risk, given their ability to fabricate and efficiently spread false but highly convincing information at an unprecedented scale. Combined with expected advances in virtual, augmented, mixed, and extended reality technologies, this may create an epistemic crisis with consequences that are hard to fully fathom: a post-truth era on steroids.

In the VIGILIA project, we will investigate a possible mitigation strategy. We propose to develop automated techniques for detecting triggers of cognitive biases and heuristics in humans when facing information, as well as their effect at an interpersonal level (their effect on trust, reputation, and information propagation), and at a societal level (in terms of possible irrational behaviour and polarization). We aim to achieve this by leveraging techniques from AI itself, in particular Large Language Models, as well as by building on advanced user modelling approaches from the past ERC Consolidator Grant FORSIED. Our results will be integrated within tools that we refer to as VIrtual GuardIan AngeLs (VIGILs), aimed at news and social media consumers, journalists, scientific researchers, and political decision makers. Ethical questions arising will be identified and dealt with as first-class questions within the research project.