BI 094 Alison Gopnik: Child-Inspired AI

January 08, 2021 01:19:13
BI 094 Alison Gopnik: Child-Inspired AI
Brain Inspired
BI 094 Alison Gopnik: Child-Inspired AI

Jan 08 2021 | 01:19:13

/

Show Notes

Alison and I discuss her work to accelerate learning and thus improve AI by studying how children learn, as Alan Turing suggested in his famous 1950 paper. The ways children learn are via imitation, by learning abstract causal models, and active learning by implementing a high exploration/exploitation ratio. We also discuss child consciousness, psychedelics, the concept of life history, the role of grandparents and elders, and lots more.

Take-home points:

Timestamps
0:00 – Intro
4:40 – State of the field
13:30 – Importance of learning
20:12 – Turing’s suggestion
22:49 – Patience for one’s own ideas
28:53 – Learning via imitation
31:57 – Learning abstract causal models
41:42 – Life history
43:22 – Learning via exploration
56:19 – Explore-exploit dichotomy
58:32 – Synaptic pruning
1:00:19 – Breakthrough research in careers
1:04:31 – Role of elders
1:09:08 – Child consciousness
1:11:41 – Psychedelics as child-like brain
1:16:00 – Build consciousness into AI?

Other Episodes

Episode 0

February 20, 2022 01:25:40
Episode Cover

BI 128 Hakwan Lau: In Consciousness We Trust

Support the show to get full episodes and join the Discord community. Hakwan and I discuss many of the topics in his new book,...

Listen

Episode

June 09, 2019 01:29:52
Episode Cover

BI 037 Nathaniel Daw: Thinking the Right Thoughts

photo courtesy of adam fields Show notes: Nathaniel will deliver a keynote address at the upcoming CCN conference.Check out his lab website.Follow him on...

Listen

Episode 0

July 15, 2021 01:15:28
Episode Cover

BI NMA 02: Dynamical Systems Panel

Panelists: Adrienne [email protected] [email protected] [email protected] 054 Kanaka Rajan: How Do We Switch Behaviors? This is the second in a series of panel discussions in...

Listen