部署者、非营利组织和公民社会为 AI 治理和标准提供信息.pdf

1、International Organizations Best Practices PanelCivil Society informing AI Governance and StandardsHello!Kasia ChmielinskiPRONOUNS:THEY/THEMIm a technologist currently focused on building responsible data systems across industry,academia,government,and non-profit domains.I also am also a very enthus

2、iastic urban cyclist and birdwatcher.ZestAIFounding VP,ProductUS Digital ServiceDigital ExpertGoogleComms&StrategyMIT ScratchProduct LeadResearchingBerkman Klein Center,HarvardDigital Civil Society Fellow,StanfordAdvisingUnited NationsPartnership on AI Mozilla AI McKinseyHealthcareStorytellingFilm P

3、roducerGuest podcasterNPR,TED4Data Nutrition ProjectProject LeadBiographyHow do we build technology that works betterand for more people?5Products are generally built and deployed quickly for a particular use case at the expense of othersBuild for the“ideal user”and iterate out over timePeople who d

4、ont speak EnglishPeople who dont have the most recent iphone People in rural areas People who dont have binary gender People who use assistive devices or technology People who share phones or devices with family 680%solution for“majority”Our assessments for unintended impact are reactive,rather than

5、 proactiveDesignDevelopmentTestingCompliance/Risk Marketing&CommsStrategyLaunch.and are even considered“anti-innovation”7The result:Products that dont work for everyone8What can we do?9Proactive design requires intentionality and supportBY DESIGNEarlier and integrated into process(including metrics

6、and motivations);123WITH SUPPORTNeeds to involve operational changes and leadership buy-in;INVOLVING COMMUNITYIncludes the voices of those affected,in particular bringing people to table10Systems built on problematic data will exhibit those same issues,especially for historically