Buyela Ezindabeni
UkuqambaAI Understanding ukwaziswa

I-Hyundai Motor Group yenza i-AI idatha ye-flywheel isebenze ngokuzishayela

I-Hyundai Motor Group ithi ixhumanisa ukuqoqwa kwedatha yomgwaqo wangempela, ukuqeqeshwa kwezinto ezisetshenziswayo kanye nezibuyekezo zezimoto ngokusebenzisa iluphu yokuthuthukisa i-AI yeqembu lonke.

5 min readRead the linked source
Source-provided image accompanying Hyundai Motor Group activates AI data flywheel for autonomous driving
Inkomba yomthomboUmthombo urekhodiwe
Umshicileli
mbiz.heraldcorp.com
Isixhumanisi somthombo
mbiz.heraldcorp.comhttps://mbiz.heraldcorp.com/article/10871123
Uhlobo lomthombo
Umthombo oxhunyiwe — isimo somthombo oyinhloko asikasungulwa.
UmongoQonda lokhu ngemizuzwana engama-60

Qala lapha

Imigomo ebalulekile

Ipayipi
Ukugeleza komsebenzi oku-oda kokucutshungulwa kwangaphambili, izinyathelo zemodeli, nezigaba zokucubungula ngemuva.
Isici
Okuhluka okokufaka okusetshenziswe imodeli ukwenza izibikezelo.
ZihloleImibuzo ye-AI Agents

Kwenzekeni

I-Herald Economy ibika ukuthi i-Hyundai Motor Group ivula ngokugcwele “i-data flywheel” ye-AI yokushayela i-autonomous-driving. Uhlelo luqoqa idatha yomgwaqo wangempela, luhlonze izimo ezinzima, luqeqesha kabusha amamodeli futhi luphakele amasistimu athuthukisiwe abuyele ezimotweni. Iqembu lisebenzisa izimoto ezingaphezu kuka-40 ezizinikele zokuqoqa idatha futhi lisebenzisa Irekhodi Lomcimbi Okhethekile ukuze libhale izehlakalo ezifana nokubhuleka kungazelelwe, amabanga alandelayo angazinzile kanye nokungahlangani nokushayela uzimele. Umbiko uthi abakwaHyundai bahlela ukulinganisa izakhiwo zezinzwa ezizungeze iplathifomu yeDrive Hyperion 10 ye-Nvidia, basebenzise izimoto zokuhlola ezihlomele i-Artria AI kumshayeli wendiza ongu-Level 4 e-Gwangju ekupheleni konyaka futhi balandele umgwaqo onamathrekhi amabili ohlanganisa i-Nvidia nesistimu yayo ye-Level 2+ AI kanye nesistimu yayo ye-Art 2+.

IHerald Economy ibika ukuthi iHyundai Motor Group yethule isu layo lokushayela ezizimele emcimbini obusendlunkulu yakwa-42dot ePangyo, eSouth Korea. Iqembu lichaze i-data flywheel lapho izimoto ziqoqa khona idatha yokushayela, idatha isetshenziselwa ukuqeqeshwa nokuqinisekiswa kwe-AI, futhi amamodeli athuthukisiwe aphindiselwa ezimotweni ukuze akhiqize idatha eyengeziwe. Umbiko uthi leli qembu ligcizelela izimo ezingavamile noma ezinzima—njengezindawo zokwakha, isimo sezulu esingesihle, ukuguqulwa komzila okungazelelwe kanye nezimoto ezipakwa emigwaqweni emincane—kunokuba nje kukhuliswe inani ledatha eliphelele.

Ngokombiko weHerald Economy, kwaHyundai njengamanje basebenza izimoto ezingaphezu kuka-40 ezizinikele ubusuku nemini. Isebenzisa "izimayini eziyisibonelo esiqinile" ukuze ikhombe amakesi asemaphethelweni ngokuzenzakalela, iqeqeshe ngokuphindaphindiwe kuzo futhi idale kabusha izimo okunzima ukuzikhiqiza ezindaweni ezibonakalayo. Irekhoda Yomcimbi Okhethekile ibhala imicimbi ngesikhathi sokushayela ngokuzenzakalelayo, okuhlanganisa ukusheshisa okungazelelwe noma ukubhuleka, amabanga alandelayo angazinzile kanye nokungahlangani. Iqembu kubikwa ukuthi lifuna ukuthuthukisa isiqophi ukuze i-AI yalo ikwazi ukubona ubuthakathaka futhi iqoqe idatha edingekayo ngokuzenzakalelayo.

Umbiko uchaza isu lobuchwepheshe elinamathrekhi amabili. AbakwaHyundai bahlela ukusebenzisa iplathifomu yekhompuyutha yezimoto ye-Nvidia kanye nesofthiwe yokushayela ezizimele ngezici zokukhiqiza ngobuningi ze-Level 2+ engxenyeni yokuqala ka-2028, kuyilapho i-AVP ne-42dot bethuthukisa uhlelo lwangaphakathi lwe-Artria AI lokugcina-to-ekupheleni lwezimoto ze-Level 2++ ezihloselwe ingxenye yesibili ye-2029 imodeli yokuthuthuka ye-anguladoaction 2029. okuhloswe ngayo ukwengeza ukuqonda kwesimo nokucabanga ezinqumweni zemoto. Lezi zinhlelo namakhono yizicelo ezibikiwe; ayikho imiphumela yokuhlolwa ezimele enikeziwe.

I-Herald Economy iqhubeka ibika ukuthi i-Hyundai isebenzela ukwakha inzwa evamile isebenzisa i-Nvidia Drive Hyperion 10. Ukucushwa okucutshungulwayo kuhlanganisa amakhamera angu-10, i-radar eyodwa ebheke phambili kanye nezinzwa ze-ultrasonic ezingu-12, ezinama-chip e-Orin X kanye ne-Thor phakathi kwezinketho zekhompuyutha ezihlolwayo. Ngokusebenzisana noMnyango Wezomhlaba, Ingqalasizinda kanye Nezokuthutha waseNingizimu Korea, leli qembu lihlela ukutshala izimoto zokuhlola ezihlome nge-Artria e-Gwangju ekupheleni konyaka ukuze kwenziwe umsebenzi wokuhlola we-Level 4 wangempela. Umbhalo onikeziwe awunikezi usuku lwekhalenda lomcimbi noma uqinisekise ukuthi umshayeli useqalile.

Imininingwane yomthombo: mbiz.heraldcorp.com ↗

Kungani kubalulekile

Lona umzamo ophathekayo wokwenza ukuthuthukiswa kokushayela okuzenzakalelayo kube idatha yokusebenza nokuqeqeshwa loop kunephrojekthi yokuthuthukisa imodeli yesikhathi esisodwa. Uma uhlelo olubikiwe lusebenza njengoba kuhlosiwe, ukubamba ngokuphindaphindiwe izimo zemigwaqo ezingavamile futhi uzifake ekuqinisekisweni kungase kuthuthukise ukusebenza ezimeni okunzima ukuzikhiqiza noma ukuziqoqa esikalini. Izinzwa ezisezingeni zingenza idatha iphinde isetshenziswe kakhudlwana kuzo zonke izinhlelo ze-Hyundai, Kia, 42dot ne-Motional. Umbiko onikeziwe awuqinisekisi ngokuzimela izinzuzo zokusebenza, imiphumela yokuphepha noma ukuba nokwenzeka kweshejuli yokuthunyelwa eshiwo.

Isu elibikiwe libalulekile ngoba amasistimu okushayela ngokuzenzakalelayo ahlangabezana nomsila omude wezimo ezingajwayelekile idatha yomgwaqo evamile engase ingazimele ngokulinganayo. Ukugeleza komsebenzi okuveza ngokuzenzakalelayo lawo macala, kuwaqinisekisa ekulingiseni futhi kuqeqeshe kabusha amamodeli kungenza umzamo wobunjiniyela ugxile kakhulu. Okushiwo okungokoqobo kungase kube ukuphindaphinda okusheshayo kuzimo zokushayela ezinzima, kodwa umthombo awuhlinzeki ngokuthuthukiswa okulinganiselwe kokuphepha, izilinganiso zokungagodli noma ukunemba kwemodeli.

Isakhiwo senzwa evamile ehlongozwayo singanciphisa inani lokucutshungulwa okuhlukene elidingekayo uma idatha ivela kwaHyundai, Kia, 42dot kanye nezimoto ezihambayo. Lokho kungasiza iqembu ukuthi liphinde lisebenzise idatha yokuqeqeshwa nokuqinisekisa kuzo zonke izinhlelo, nakuba umbiko ungaqinisekisi ukuthi izinhlangano ziqedile ukumisa noma ukuthi amasethi azo edatha angahlanganiswa ngaphandle kwemingcele eyengeziwe yobuchwepheshe, yezomthetho noma yokusebenza.

Indlela ye-Nvidia-to-Artria iphinde iphakamise ukuthi i-Hyundai ihlose ukusebenzisa uhlelo lwangaphambili lokukhiqiza ngobuningi njengomthombo wolwazi lokusebenza lwesistimu yabo. Lokho kungenza intuthuko yakamuva yaziswe kakhulu ngesipiliyoni sangempela sokuphakelwa, kodwa umbiko awuqinisekisi ngokuzimela imephu yomgwaqo, ukulungela umkhiqizo, ukutholakala kwekhasimende, intengo noma ukugunyazwa kokulawula kwanoma yisiphi isici semoto esiwumphumela.

Interactive Mechanism

I-Interactive Mechanism: Indlela Esebenza Ngayo Ngempela

Hlola ubuchwepheshe obuyisisekelo ngemuva kwalokhu kuthuthukiswa ngokuhlanganyela.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
I-Interactive Concept Check+10 Points
AI Agents Quiz

An agent must create a draft calendar event for Tuesday at 2 p.m. Which evidence would establish the requested result?

Ongakubuka ngokulandelayo

Ukuhlola okuyinhloko ukuthi i-Hyundai iqala ngempela yini umshayeli we-Gwangju Level 4 ekupheleni konyaka, ukuthi ukumisa izinzwa zayo kukhiqiza idatha esebenzisekayo yohlelo oluphambanayo, nokuthi i-Special Event Recorder ingakwazi yini ukuhlonza ukwehluleka okuhlobene nokuqeqeshwa ngokuthembekile. I-Nvidia-based Level 2+ target iyingxenye yokuqala ka-2028, kuyilapho izimoto ze-Artria-powered Level 2++ ziqondiswe engxenyeni yesibili ka-2029. Lezi izinhlelo zenkampani, izinsuku ezingaqinisekisiwe zokukhiqiza. Ukufinyelela kwabathengi, intengo yemoto kanye nokutholakala kwendawo akubhaliwe.

Buka ubufakazi bokuthi ukulinga kwe-Gwangju Level 4 kuqala ngenani elibikiwe lokuphela konyaka kanye nemininingwane mayelana nendawo yokusebenza, ukugadwa, irekhodi lokuphepha kanye nedatha eqoqiwe. Umbiko onikeziwe awunikezi imiphumela yokuhlolwa noma izimo zokufinyelela esidlangalaleni.

Buka ukuthi ingabe i-Hyundai iyakwamukela ngokusemthethweni ukumiswa kwezinzwa ezihlongozwayo ze-Hyperion 10 kuyo yonke imigqa yemoto nokuthi i-Orin X noma i-Thor iba inkundla ekhethiwe yekhompyutha yemoto. I-athikili ibika ukuhlolwa nemigomo, hhayi isinqumo sokugcina sehadiwe.

Buka imiphumela elinganiseka ngokuzimela evela Kurekhoda Lomcimbi Okhethekile kanye nepayipi lezimayini eliyisibonelo esiqinile, okuhlanganisa noma ngabe liyanciphisa yini ukungazihlanganisi noma lithuthukisa ukuphathwa kwezimo ezingavamile. Inhloso yeqembu eshiwo ukuthi i-AI ihlonze ubuthakathaka bayo isalokhu iyintuthuko yesikhathi esizayo.

Izigigaba ezibikiwe zeLeveli 2+ kanye neLeveli 2++ zingena ngo-2028 no-2029. Kufanele zithathwe njengezihlosiwe kunezinsuku zokuqalisa eziqinisekisiwe kuze kube yilapho abakwaHyundai benikeza imininingwane yokukhiqiza, isimo sokulawula, ukufinyelela kwamakhasimende namanani entengo.

Imihlahlandlela ehlobene nemibuzo

Ama-AI AgentsAmamodeli e-AI AchaziweUkuqeqeshwa kwe-AIIkusasa le-AIHlola okwaziyo — zama imibuzo ye-AI yamahhalaBheka igama le-AI kuhlu lwethu lwamagamaLandela i-tracker yokukhishwa kwemodeli ye-AI
Uthole lokhu kuwusizo?