Consequences of an Insightful Algorithm

on YouTube ↗26m

" summary

Examples name concrete failures and fixes: commercial deep learning models predict pregnancy (Target) and succeed at surprising precision but produce the Target pregnancy reveal that outed a teen, an artificial neural network learns Super Mario in 24 hours, Fitbit exposes sexual-activity fields until a robots.txt workaround removes public indexing, Uber’s “God View” admin tools functionally track riders and get misused, Flickr and Google auto-tagging misclassify race; some systems work technically yet cause real harm.

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" chapters (6)

1. 0:00Start
2. 17:41Informed consent is permission freely granted (where "no" is consequence free alternative and the default value) with informed appreciation & understanding (ahead of time) of the facts, implications, & consequences
3. 22:43LESSONS FROM THE PROFESSIONAL ETHICISTS
4. 23:17Project the likelihood of consequences to others
5. 23:45Provide others with full disclosure of limitations
6. 24:19AUDIT OUTCOMES

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