Notes §

• African immigrant, experienced racism early on
• Got into deep learning, didn’t worry about surveylence

first notices

• COMPAS (recidivism-risk-algorithm)
  • more false reoffend predictions for black people than for white
• Joy Buolamwini: face recognition worked worse on black people
• only 6 black people at a conference with 8500 attendees (NIPS)
• “not worried about machines..” → because few benifits and many will get harmed
• “gender shades” project recognized white men but was highly inaccurate for black women
  • → data based on internet data, access was not equal
• gmail smart short responses: gender assumptions

problems

• data sets are too large to get sanitized
  • bert: 3.3b, gpt3 half a trillion

google next ai

• none of the

suggestions

• “datasheets for datasets”: researcher document patterns/contents of data

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