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I was once peripherally involved in a conversation about ML algorithms being used to determine credit worthiness. One of the bankers explained that race as a fa
by beambot 6y ago
I was once peripherally involved in a conversation about ML algorithms being used to determine credit worthiness. One of the bankers explained that race as a factor is illegal, but the algo partially reduced down to a handful of heuristics -- eg that "last names ending in 'z' were less credit worthy" -- and that while these all roughly correlated to race, they were perfectly permissible since the algo was a black box & no one ever ran the correlations (conveniently). TLDR: sickening.
- visarga 6y agoHere's a case where the Google AI ethics researchers should have unleashed their hounds, not on Yann LeCun and large language models (stochastic parrots? lol). Design evaluation datasets and checklists, do research into "bias washing", call them out on biased models in deployment, etc.