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Seminar✓ Recording AvailableNeuroscience

On the link between conscious function and general intelligence in humans and machines

Arthur Juliani

Dr

Microsoft Research

Schedule
Friday, November 18, 2022

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Schedule

Saturday, November 19, 2022

3:00 AM Asia/Tokyo

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Host: Consciousness Club Tokyo

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Recording provided by the organiser.

Event Information

Domain

Neuroscience

Original Event

View source

Host

Consciousness Club Tokyo

Duration

70 minutes

Abstract

In popular media, there is often a connection drawn between the advent of awareness in artificial agents and those same agents simultaneously achieving human or superhuman level intelligence. In this talk, I will examine the validity and potential application of this seemingly intuitive link between consciousness and intelligence. I will do so by examining the cognitive abilities associated with three contemporary theories of conscious function: Global Workspace Theory (GWT), Information Generation Theory (IGT), and Attention Schema Theory (AST), and demonstrating that all three theories specifically relate conscious function to some aspect of domain-general intelligence in humans. With this insight, we will turn to the field of Artificial Intelligence (AI) and find that, while still far from demonstrating general intelligence, many state-of-the-art deep learning methods have begun to incorporate key aspects of each of the three functional theories. Given this apparent trend, I will use the motivating example of mental time travel in humans to propose ways in which insights from each of the three theories may be combined into a unified model. I believe that doing so can enable the development of artificial agents which are not only more generally intelligent but are also consistent with multiple current theories of conscious function.

Topics

Attention Schema TheoryGlobal Workspace TheoryInformation Generation Theoryartificial intelligencecognitionconsciousnessdeep learninggeneral intelligencemachine learningmental time travel

About the Speaker

Arthur Juliani

Dr

Microsoft Research

Contact & Resources

Personal Website

t.co/Cobm6rgB78

@awjuliani

Follow on Twitter/X

twitter.com/awjuliani

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