Lumbreras Sara
Institute for Research in Technology, Universidad Pontificia Comillas, Madrid, Spain.
Front Psychol. 2022 Apr 11;13:868903. doi: 10.3389/fpsyg.2022.868903. eCollection 2022.
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.
理解人工智能(AI)与信念形成有着有趣的双向协同作用。从解释信念的逻辑推导及其内部一致性,到对可信度进行定量描述,人工智能仍有大量未被利用的隐喻可用于阐明信念形成。此外,认识到人工智能应与我们的信念过程(主要是语义编码所允许的反思、合理化和交流能力)相结合,使得我们能够专注于更有前景的方向,如可解释机器学习。