Uhlolojikelele
I-AI ivumela izimoto ukuthi zibone okuzizungezile, zibikezele ukuthi abanye bazokwenzani, futhi zizishayele ngokufaka okuncane noma okungenamuntu. Ihlanganisa ukubona kwekhompuyutha, ukuhlanganiswa kwezinzwa, kanye nokwenza izinqumo kube uhlelo olusebenzisa imoto ngesikhathi sangempela.
I-AI Ezimotweni Ezizihambelayo isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama.
I-Deep Dive
Imoto ezishayelayo isebenzisa iluphu eqhubekayo: ukubona, ukubikezela, ukuhlela, nokulawula. Amakhamera, i-radar, kanye nedatha evamise ukuphakela i-lidar engahluzwa yi-AI ibe yimodeli yomhlaba ye-3D, ithola imizila, izimoto, abahamba ngezinyawo, nezimpawu. Amamodeli wokubikezela abikezela ukuthi lawo ma-ejenti azohamba kanjani kumasekhondi ambalwa alandelayo. Umhleli ube esekhetha indlela ephephile nesivinini, futhi amasistimu okulawula ayihumushela kusiteringi, ukudonsa, nokubhuleka. I-SAE ichaza amazinga ayisithupha okuzenzakalela, ukusuka kuLeveli 0 (akekho) kuye kuLeveli 5 (ukuzimela ngokugcwele noma kuphi). I-robotaxis yanamuhla evela ku-Waymo kanye ne-Cruise isebenza kuLeveli 4 ngaphakathi kwezindawo zesevisi ezifakwe imephu, kuyilapho amasistimu omthengi afana ne-Tesla Autopilot ikuLeveli 2, edinga umshayeli oqaphile. Amacala asemaphethelweni, izimo ezingavamile nezingavamile, ahlala eyinselele enzima kakhulu.
I-Technical Insight
Ukubona kuncike kunethiwekhi ye-neural ejulile ukuze kutholwe into kanye nokuhlukaniswa kwe-semantic, ikhamera ehlanganisayo, i-radar, ne-lidar ukuze inzwa ngayinye imboze ubuthakathaka babanye (amakhamera ombala/umbhalo, i-radar yejubane enkungu, isivalo sebanga eliqondile). Izitaki eziningi zisebenzisa amamephu e-HD ukwenza okwasendaweni, ukufanisa idatha yenzwa ebukhoma nemephu ye-3D eyakhiwe kusengaphambili ngamasentimitha. Ukuhlela kungase kuhlanganise amamodeli afundiwe nezithiyo zokuphepha ezisekelwe emithethweni, futhi ukulingisa kusetshenziswa kakhulu ukuhlola izigidigidi zamamayela abonakalayo.
Ukufundisa i-AI ezimotweni ezizimele
I-AI ivumela izimoto ukuthi zibone okuzizungezile, zibikezele ukuthi abanye bazokwenzani, futhi zizishayele ngokufaka okuncane noma okungenamuntu. Ihlanganisa ukubona kwekhompuyutha, ukuhlanganiswa kwezinzwa, kanye nokwenza izinqumo kube uhlelo olusebenzisa imoto ngesikhathi sangempela. I-AI Ezimotweni Ezizihambelayo isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama. Ukuze wakhe ukuqonda okujulile, phatha i-AI Ezimotweni Ezizimele njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-AI Ezimotweni Ezizimele aqondanisa amandla obuchwepheshe nenqubomgomo yesizinda, ukucwaningwa kwamabhuku, kanye nokuthatha izinqumo okuphambili. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ngesikhathi esifanayo, izimfuneko Zokulawula zingenza ama-prototypes aqine ngenye indlela. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
I-Waymo isebenza ngerobhothi engashayeli igibele umphakathi e-Phoenix nase-San Francisco
I-Autopilot ye-Tesla kanye nokuzishayela ngokugcwele ihlinzeka ngosizo lomshayeli we-Level 2 ezimotweni zabathengi
Abashayeli bamaloli abazimele (isb., i-Aurora, i-Kodiak) abathutha impahla emizileni emikhulu
Izinsiza ezizenzakalelayo ze-valet ne-shuttle ezihamba abantu emizileni engashintshi ezikhumulweni zezindiza nasemakhempasi
Amaphethini Okusebenzisa
I-AI ezimotweni ezizimele isebenza
I-Waymo isebenza ngerobhothi engashayeli igibele umphakathi e-Phoenix nase-San Francisco.
Ukugibela kwe-Waymo esebenza ngamarobhothi angashayeli emphakathini e-Phoenix nase-San Francisco Teams ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ezimotweni ezizimele isebenza
I-Autopilot kaTesla kanye Nokuzishayela Okugcwele okuhlinzeka ngosizo lomshayeli Lwezinga 2 ezimotweni zabathengi.
I-Autopilot ye-Tesla kanye Nokuzishayela Okugcwele Okuhlinzeka ngosizo lomshayeli Lwezinga 2 ezimotweni zabathengi Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ezimotweni ezizimele isebenza
Abashayeli bamaloli abazimele (isb., i-Aurora, i-Kodiak) abathutha impahla emizileni yemigwaqo emikhulu.
Abashayeli bamaloli abazimele (isb., i-Aurora, i-Kodiak) abathutha impahla emizileni enguthelawayeka Amathimba ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ezimotweni ezizimele isebenza
Izinsiza ezizenzakalelayo ze-valet ne-shuttle ezihamba abantu emizileni engashintshi ezikhumulweni zezindiza nasemakhempasi.
Izinsiza ezizenzakalelayo ze-valet ne-shuttle ezihambisa abantu emizileni engashintshi ezikhumulweni zezindiza nasemakhempasi Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.