Ontology and AI Paradigms

Proceedings

article

Roman Krzanowski¹  Pawel Polak¹ 

[1] Faculty of Philosophy, The Pontifical University of John Paul II in Krakow

关键词: AI paradigms;    GOFAI;    embodied AI;    biosemiotics;    artificial agents;    artificial general intelligence;    Jacob von Uexküll;    ontological gap;    intentionality;    judgement;   

DOI  :  10.3390/proceedings2022081119

学科分类：社会科学、人文和艺术（综合）

来源: mdpi

【 摘 要 】

Ontologies of the real world that are realized, internally, by AI systems and human agents are different. We call this difference an ontological gap. The paper posits that this ontological gap is one of the reasons responsible for the failures of AI, in realizing Artificial General Intelligence (AGI) capacities. Moreover, the authors postulate that the implementation of the biosemiotics perspective and a subjective judgment in synthetic agents would seem to be a necessary precondition for a synthetic system to realize human-like cognition and intelligence. The paper concludes with general remarks on the state of AI technology and its conceptual underpinnings.

【 授权许可】

CC BY