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本文节选自《Look Again 万维钢》电子版:
berttercandidatesforcredit.Bydiscriminatingagainstwomen,thealgorithmw计increasethegendergapfurther,creatingafeedbackloop过OncewedetectabiasinAIsystems,wecancofrrectitbyalteringthealgorithmdirectlyorintentionallymodifyingthedatausedto_createit.AlthoughunabletotweakthealgorithmourneuronsUse,wecandebiastheinputstheyreceive.Morethanonehundrednationsnowhavegenderquotasdesignedtoensure由atwomenareSu但cientlyrepresentedinnationallegislatures.Somenationshavequotasformembersofnationalminorities,andsomehaveimposedquotasdesignedtoensurethattraditionallydisadvantagedgroupsarerepresentedincertainroles.OtherpublicandPrivateinstitutionsaremakingeffortstoincreaseracialorgenderdiversityinhigh-levelpositionsandtoensurethatportraitsofProminentleadersincludepeopleofcolorandwomen.(Itistruethatinsomenations,includingtheUnitedStates,seriouslegalquestionsareraisedbyeffortstoconsiderraceorgenderinordertoincreasediversity-.)Onedishabituationentrepreneur,PrincetonneuroscienceprofessorYaelNiwhascomeUPwithacreativewaytoalertpeopletopossiblegenderbiasandnudgethemtowardmoreequalrepresentation.SheljaunchedawebsitecalledBiasWatchNeuro
《Look Again 万维钢》 pdf 下载
(https://biaswatchneuro.com)thatjists”neuroscienceconferencesaroundtheworld,detailingtheratiooffemale-to-malespeakersineachconference,andthenamesoftheorganizers.ShethencomparesthespeakergenderratiototheexpectedratiobasedonappProximatelyhowmanyfemalesandmalesareinthefield.Forexample,the31stInternationalBehavioralNeuroscienceSocietyAnnualMeetinghad0percentfemalespeakers,eventhough32Percentofthescientistsinthefieldarefemale.Niv\'slistdoesnotonlymakebiastransparentitalsodeprogramsit.Organizersdonotwanttheirnamesassociatedwithnumberssuggestiveofdiscriminationforalltosee,Sotheymakeanefforttohaveadequategenderrepresentation.Inafutureworld,wherewomenScientists,pilots,politicians,andCEOsareascomimonasmen,weWouldexpecttoseeroughjythesamenumberoffemalesandmalesspeakingataconference,sittinginthecockpit,votinginCongress,andmakingdecisionsattheC-suitelevel.Wew训notnoticegenderinthesecoOntextsexceptwhenitdevzaterfromroughlyanequalratio.Thinkofitlikethis:寺youobservedtheboxesbelowsequentiallybythetimeyougettotheljastboxyouwouldfujllyexpecttoobservefiveblackarrowsfacingUpandonewhitearfrowfacingdown.开werecordedyourbrai
的格局Look Again 万维钢态度pdf下载
nactivitywhenthatlastboxisrevealed,wewouldnotseemuch.Whenthereisnothingnewthereislesssignal.会会会|会会必会|会会会会会会|会会会会会会必会会心会会收会However,寺weShowedyouthesecondsequencebelow,yourneuronswouldfirewildlyinresponsetothelastbox.YouexpectedequalnumbersofblackarrowsfacingUpandwhiteafrowsfacingdown,butgotSomethingcompletelydifterent.Youwiilikelypausetocontemplatewhyrealitydidnotmatchyourexpectations,会心会|会必会|会会让岂会忆记会会会会省-炒洗会会合|会会wesyNivistryingtoreprogramOUworldsothatinthefuturewhenweseeonewhitearrowandfiveblackarrows,wew训besurprisedandtakenote,becausewewillbeusedtothearrowsbeingroughlyhalfblackonesfacingupandhalfwhiteonesfacingdown.Sheisdoingthistoreducegenderbiasinthesciences,buthertechniquecouldbeappliedinanyfteld,frombusinesstogovernmentandthearts.Therootsofdiscriminationandbiasarewithoutdoubtcomplex.Theyarespurredbyhistoryeconomics,politics,andreligion.Butmanyoftherootscanbetracedbacktothebasicrulesofhowourbrainswork一thoserulesthatgovernwhatweseeandwhatwemiss,whatweexpectandwhatsurprisesUs.Oncewebecomeawareoftherules,wecanmakeseenwhatshouldbesalientbutisnotbandperhapsmakelesssalientwhatshouldbeofnoimportance.
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