DAY 3 Recordings

25 MARCH 2022

VIDEO: DAY 1 and 2 SUMMARY: Fumiya Iida (University of Cambridge)

VIDEO: CONFERENCE CLOSING REMARKS: Fumiya Iida (University of Cambridge)

FINAL PLENARY TALK

RYOTA KANAI (Araya Inc)

VIDEO: TOWARDS A CONSCIOUS MACHINE

Abstract: In this presentation, we introduce artificial consciousness as a constructivist approach that unpacks existing theories of consciousness and examines the potential for AI implementation of the concepts expressed in these theories. This approach forces researchers to translate philosophical ideas into mathematical and computational terms, thereby revealing the potential functions of consciousness. From this approach, we propose the hypothesis that consciousness has evolved as a platform for general-purpose intelligence. General intelligence can be defined as the ability to generate solutions to new problems by applying knowledge and models learned from past experiences. In this talk, we will specifically examine the ability to build new capabilities by combining pre-trained specialized modules. This approach to building general-purpose intelligence corresponds to the ideas presented by the global workspace theory. This theory assumes that the function of consciousness is to integrate information and combine specialist modules across large systems to achieve higher levels of cognition and awareness. We will present our current implementation of a global workspace with deep learning and explain the practical implications of the architecture proposed by this theory.

FINAL SHORT TALK SESSION (VIDEOS)