I hadtohangupthephoneandlookatbothmykidsasthey'recrying, andthey'retellingmetotellthemit's nottrue, thattheirdadwasin a caraccident, andhewon't becominghome.
A personwouldhaveclearlysaidsomethingbigisinthemiddleoftheroad, butthewaymachinelearningworksisittrainsiton a bunchofexamples, andifitencounterssomethingitdoesn't have a bunchofexamplesfor, itmayhavenoideawhat's goingon.
Expertssaythisillustrates a fundamentalflawintheAutopilottechnology.
Itreliesmainlyoncamerasorcomputervision, withradaras a backupinsomemodels.
JohnBernalis a formerTeslaemployeewhowasfiredin 2022 afterpostingvideosofAutopilotfailures.
Teslahasnotcommentedpubliclyonhisdismissal.
Soaswegothroughthisdowntown, you'llsee a lotofcarsbeingvisualized, justkindofonthesideoftheroadbeingparked.
You'llseepedestrianswalkingthesidewalk.
I originallystartedatTeslainAugust 2020 as a dataannotationspecialist.
Thatroleprimarilyreliedonmetakingimagedataandlabelingittotrainthetechnologyonwhat a carwas, what a pedestrianwas, maybeananimal, a laneline, orwhat a redlightwas.
Thatway, withthisimagedatatraining, thevehiclewouldthenknowhowtooperatein a real-worldsituationwhenthatdatacamethroughthecamerasandthroughthecar's computer.