The synergies between understanding belief formation and artificial intelligence

S. Lumbreras

Frontiers in Psychology Vol. 13, pp. 868903-1 - 868903-4

Resumen:

Understanding artificial intelligence (AI) and belief formation have interesting bidirectional synergies. From explaining the logical derivation of beliefs and their internal consistency, to giving a quantitative account of mightiness, AI still has plenty of unexploited metaphors that can illuminate belief formation. In addition, acknowledging that AI should integrate itself with our belief processes (mainly, the capacity to reflect, rationalize, and communicate that is allowed by semantic coding) makes it possible to focus on more promising lines such as Interpretable Machine Learning.

Resumen divulgativo:

Comprender los procesos de formación de creencias puede ayudarnos a hacer una mejor IA, una que pueda respaldar mejores decisiones. La sinergia funciona también al revés: la IA proporciona metáforas muy útiles para entender mejor la formación de creencias. Este artículo proporciona las claves.

 

Palabras Clave: artificial intelligence, Belief, Machine bias, Complexity, reinforcement learning

Índice de impacto JCR y cuartil WoS: 3,800 - Q1 (2022); 2,600 - Q2 (2023)

Referencia DOI: https://doi.org/10.3389/fpsyg.2022.868903

Publicado en papel: 2022.

Publicado on-line: Abril 2022.

Cita:
S. Lumbreras, The synergies between understanding belief formation and artificial intelligence. Frontiers in Psychology. Vol. 13, pp. 868903-1 - 868903-4, 2022. [Online: Abril 2022]