Join Barton Poulson for an in-depth discussion in this video The right to explanation, part of AI Accountability Essential Training.
- [Narrator] The GDPR specifically addresses…automated decisions.…In article 22 of the General Data Protection Regulation,…it states, the data subject,…that's the person, the consumer,…shall have the right not to be subject…to a decision based solely on automated processing,…including profiling,…which produces legal effects concerning him or her…or similarly significantly affects him or her.…It continues, the data subject's right…to obtain human intervention on the part of the controller,…to express his or her point of view…and to contest the decision.…
What this means is that if a person…has been effected by an algorithm making a decision,…they have the right to contest that,…and they have the right to require an explanation.…Now that seems pretty straightforward,…but it turns out…when you're dealing with artificial intelligence,…that becomes a little more complex.…People refer to this, by the way,…as the right to explanation.…And certain kinds of statistical models…are very easy to explain.…
With things like linear models, linear regression,…
- Bias in AI
- Navigating the social challenges of AI
- Moral reasoning and relational ethics
- General Data Protection Regulation (GDPR) and AI
- Discrimination in data
- Liability and AI
- AI in life-and-death situations
- Confronting the challenges of AI as a developer, executive, and consumer
Skill Level Intermediate
1. The Context for AI
2. Technical Challenges of AI
3. Social Challenges of AI
4. Legal Challenges of AI
5. Safety Challenges of AI
AI in the military4m 36s
6. Confronting the Challenges of AI
Next steps2m 52s
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