Beyond the Hype Liability and AI What do these have in common? Why - - PowerPoint PPT Presentation

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Beyond the Hype Liability and AI What do these have in common? Why - - PowerPoint PPT Presentation

Beyond the Hype Liability and AI What do these have in common? Why might there be an issue? Complexity and black boxed-ness Lots of code, from different sources Combination of code and training data Opacity of the


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Beyond the Hype

Liability and AI

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What do these have in common?

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Why might there be an issue?

  • Complexity and “black boxed-ness”
  • Lots of code,
  • from different sources
  • Combination of code and training data
  • Opacity of the neural network
  • Autonomy and break of causal chain
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But then again….

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  • But maybe that’s also a chance to get it

right this time round?

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Autonomy?

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SMBC- comics.com

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So….only business as usual?

  • Not quite
  • Changes to the law of evidence and

procedure

  • Change to laws on data preservation and

curation

  • Changes to the insurance regime
  • Changes to standards of required care
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Evidence and procedure

  • Consumer protection and non-

discrimination laws: post factum analysis

  • Disclosure of code – lessons from IP law?
  • Expert evidence: who counts as expert?
  • Explainable AI for delict law? (cf GDPR)
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Data curation and preservation

  • Already for FinTech under Mifid: “snapshot”
  • f data and code
  • “black box” from aviation industry?
  • Post-event reporting/monitoring (as with

medical drugs?

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(mandatory insurance regime)

  • Where can insurance companies leverage

their power best?

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  • How many AIs/robots do you see?
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  • What happens to unowned AIs?
  • How long is an AI “the same” AI (updates,

patching, learning)

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The end…..