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[D] Jeff Hawkins: Thousand Brains Theory of Intelligence | Artificial Intelligence Podcast

[D] Jeff Hawkins: Thousand Brains Theory of Intelligence | Artificial Intelligence Podcast

Jeff Hawkins is the founder of Redwood Center for Theoretical Neuroscience in 2002 and Numenta in 2005. In his 2004 book titled On Intelligence, and in his research before and after, he and his team have worked to reverse-engineer the neocortex and propose artificial intelligence architectures, approaches, and ideas that are inspired by the human brain. These ideas include Hierarchical Temporal Memory (HTM) from 2004 and The Thousand Brains Theory of Intelligence from 2017.

Video: https://www.youtube.com/watch?v=-EVqrDlAqYo

https://i.redd.it/xig86isqop731.png

Outline:

0:00 – Introduction

1:28 – Understanding how the human brain works

5:44 – Parts of the brain

11:05 – How much do we understand?

14:20 – Nature of time in the brain

20:22 – Building a theory of intelligence

34:29 – Thousand brains theory of intelligence

40:06 – Ensembles and sensor fusion

44:00 – Concepts and language

45:38 – Memory palace and method of loci

50:20 – Reference frames

57:33 – Open problems

59:00 – Context

1:01:50 – Introspective thinking about the brain

1:04:19 – Deep learning

1:23:09 – Benchmarks

1:27:07 – Brain learning process

1:34:33 – How far are we from solving intelligence

1:38:37 – Possibility of AI winter

1:39:58 – Consciousness and intelligence

1:49:16 – Mortality

1:53:49 – Will understanding intelligence make us happy?

1:55:19 – Existential threats of AI

2:01:45 – Super-human intelligence and our future

submitted by /u/UltraMarathonMan
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.