Chenhao Tan 1 Can machines think? (Turing, 1950) 2 3 4 Atari - - PowerPoint PPT Presentation

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Chenhao Tan 1 Can machines think? (Turing, 1950) 2 3 4 Atari - - PowerPoint PPT Presentation

Aug 13, 2022 8 likes •351 views

Chenhao Tan 1 Can machines think? (Turing, 1950) 2 3 4 Atari game (Bonus: try Google image search atari breakout) 5 Minh et al. 2013 https://www.youtube.com/watch?v=V1e YniJ0Rnk 6 Ghazvininejad, Shi, Choi, and

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Chenhao Tan

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  • Can machines think? (Turing, 1950)

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  • Atari game (Bonus: try Google image

search “atari breakout”)

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  • Minh et al. 2013
  • https://www.youtube.com/watch?v=V1e

YniJ0Rnk

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  • Ghazvininejad, Shi, Choi, and Knight
  • Hafez, v1.0. http://52.24.230.241/poem/

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Deep dream, https://deepdreamgenerator.com/#gallery

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https://www.propublica.org/article/machine-bias-risk- assessments-in-criminal-sentencing

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“How important is it to you to be a voter in the upcoming election?”

Bryan, Walton, Rogers and Dweck 2011

“How important is it to you to vote in the upcoming election?”

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✔

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✔

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  • Is a thinking machine always “useful”?

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  • How difficult is this task for humans?
  • Should humans delegate this task to

machines?

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Easy for humans Hard for humans Definitely delegable Definitely not delegable

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  • Autonomous driving

–How difficult is this task for humans? –Should humans delegate this task to machines?

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  • Medical diagnosis

–How difficult is this task for humans? –Should humans delegate this task to machines?

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  • Whether to bail a person out of a jail

–How difficult is this task for humans? –Should humans delegate this task to machines?

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  • Recommend movies/newsfeed

–How difficult is this task for humans? –Should humans delegate this task to machines?

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  • Playing go

–How difficult is this task for humans? –Should humans delegate this task to machines?

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  • Creative art

–How difficult is this task for humans? –Should humans delegate this task to machines?

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Easy for humans Hard for humans Definitely delegable Definitely not delegable

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Feedback

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  • Humans are not uniform
  • Whether to delegate depends on the

situation

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  • 45-minute presentation + 30-minute

discussion/brainstorming

  • Two research proposals
  • One research project
  • Peer review
  • Paper critiques are optional

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  • A lecture is only useful if you have read

the assigned papers

  • Additional readings are optional

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  • Ambiguity
  • Uncertainty

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  • Sign up for in-class presentation at the

link on Piazza

  • Read and think

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