Buyela Ezindabeni
ImboniAI Understanding ukwaziswa

I-China tech giants ilinganisela amathokheni e-AI ukulawula izindleko

Izinkampani zobuchwepheshe zaseShayina ezihlanganisa i-ByteDance, i-Alibaba, i-Baidu, ne-Tencent zisebenzisa ama-quota amathokheni aqinile kanye nemikhawulo yembuyiselo ukuze zilawule izindleko ezikhuphukayo zengqalasizinda ye-AI, zisuka ekusebenziseni okungenamkhawulo ziye ezabelweni eziphethwe.

4 min readRead the original reporting
Source-provided image accompanying China tech giants ration AI tokens to control costs
Ukubika okubaluliweUmthombo urekhodiwe
Umshicileli
scmp.com
Isixhumanisi somthombo
scmp.comhttps://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees
Uhlobo lomthombo
Ukubika ngesitolo sezindaba — hhayi idokhumenti yomuntu wokuqala.

Esingakwazi ukukuqinisekisa ngokuzimela: Lesi simangalo sibalulwe endaweni eqanjwe igama. Asizange siyiqinisekise ngedokhumenti yomuntu wokuqala. (scmp.com)

UmongoQonda lokhu ngemizuzwana engama-60

Qala lapha

Imigomo ebalulekile

I-AI ekhiqizayo
Amasistimu e-AI akhiqiza okuqukethwe okusha okunjengombhalo, izithombe, umsindo, ividiyo, noma ikhodi.
Bala
Izinsiza zokucubungula ezidingekayo ukuze uqeqeshe futhi usebenzise amamodeli, ngokuvamile akalwa ngamahora e-FLOPS noma e-GPU.
Ngokushesha
Imiyalo yokokufaka nomongo onikezwe imodeli ekhiqizayo.
ZihloleImibuzo ye-AI Agents

Kwenzekeni

Izinkampani ezinkulu zobuchwepheshe zaseShayina zibuyisela emuva izinqubomgomo zokusetshenziswa kwe-AI ezaziphana ngaphambilini ngokwethula ama-quota amathokheni aqinile kanye nemikhawulo yembuyiselo. Ngokusho kwabasebenzi abangaziwa ababikwe yi-South China Morning Post, i-ByteDance manje idinga ukukhokhelwa ngokubambisana kwamamodeli wemithombo evaliwe enezimbuyiselo ezilinganiselwe, kuyilapho u-Alibaba, u-Baidu, no-Tencent basebenzise imikhawulo yesikweletu yanyanga zonke noma amachibi omnyango ukuze balawule ukusetshenziswa kwemali kumathuluzi e-AI akhiqizayo.

I-South China Morning Post ibika ukuthi iziqhwaga zaseChina zehlisa kakhulu izibonelelo zamathokheni e-AI ukuze abasebenzi baqinise izindleko ezikhuphukayo. Ngaphambilini, ukusetshenziswa kwamathokheni aphezulu kwakubhekwa njengophawu lokukhiqiza, kodwa izinkampani manje zibeka imingcele eqinile.

Kwa-ByteDance, abasebenzi abasebenzisa amamodeli wemithombo evaliwe kufanele bakhokhe ngokuhlanganyela ephaketheni. Inkampani ibuyisela cishe uhhafu wezindleko zamathuluzi angaphandle, ihlanganisa izinkokhelo zonyaka cishe ku-$1,000 kubasebenzi bezobuchwepheshe nabaqeqeshwayo, kanye nama-US$300 kubasebenzi okungezona ezobuchwepheshe, ngokomthombo owodwa ongaziwa.

I-Alibaba Group yabela abasebenzi imali ephakathi kuka-3,000 nezi-6,000 ngenyanga yesikhulumi sayo sokufaka amakhodi sangaphakathi, iQoderWork. Izimbuyiselo zamathuluzi e-AI angaphandle zifinyelela ku-$200 ngenyanga futhi zingaphansi kwemithetho yezokuphepha. I-Baidu ihlinzeka onjiniyela ngesibonelelo sokuqala esingu-1,500 yuan (cishe. US$223) ngenyanga, nokunye okwengeziwe okungu-1,500 yuan okutholakalayo uma ucela.

U-Tencent useshintshile ekwabelweni kwaminyaka yonke okuyisicaba waya kumachibi omnyango agadwe ngabaphathi abasebenzayo. Izisebenzi ezisebenzisa izinsiza zazo zanyanga zonke kufanele zifake izicelo kubaphathi ukuze bathole ukufinyelela okwengeziwe. U-Tencent uthe ihlose ukuhlangabezana nezidingo zabasebenzi ngokusekelwe emthwalweni womsebenzi nesidingo kuyilapho ingakhuthazi i-'tokenmaxxing,' noma ukusetshenziswa ngokweqile ukuze kukhuphule amamethrikhi okusetshenziswa.

U-Alibaba, u-Baidu, no-ByteDance abazange baphendule izicelo zokuphawula. Umbiko uphawula ukuthi i-Alibaba ingumnikazi weSouth China Morning Post. Lezi zinguquko zibonisa izinselele zokusebenza zokuhlanganisa ukugeleza komsebenzi kwe-ajenti ye-AI, lapho ukwaziswa okukodwa kungadla umthamo omkhulu wokubala.

Imininingwane yomthombo: scmp.com ↗

Kungani kubalulekile

Lolu shintsho luphawula inguquko esuka ekwamukelweni kwe-AI yokuhlola ukuya ekuhlanganisweni kokusebenza okungenandaba nezindleko ngaphakathi komkhakha wezobuchwepheshe waseChina. Njengoba ukuhamba komsebenzi kwe-agent kwandisa isidingo sekhompiyutha, izinkampani zibeka phambili ukuphathwa kwesabelomali ngaphezu kokufinyelela okungakhawulelwe. Le ntuthuko igqamisa izingqinamba ezingokoqobo zezomnotho ezibhekene nokusatshalaliswa kwe-AI, lapho ukusetshenziswa kwamathokheni okukhuphukayo kudlula izindleko zeyunithi ngayinye, okuphoqa izinhlangano ukuthi zilinganisele izinzuzo zokukhiqiza ngokumelene nezindleko zengqalasizinda.

Lesi sinyathelo sibonisa ukuvuthwa kokutholwa kwe-AI embonini yezobuchwepheshe yaseShayina, sisuka esigabeni sokuhlola esinentshiseko, esingenamingcele siye kwesokuphathwa kwezindleko okuneziyalo. Izinkampani ziyaqaphela ukuthi nakuba i-AI ithuthukisa ukukhiqiza, izindleko zengqalasizinda ehlobene zinkulu futhi zidinga isabelomali esisebenzayo.

Le ntuthuko ibalulekile ngoba ikhombisa amaqiniso asebenzayo ezomnotho wokukala i-AI. Njengoba i-Goldman Sachs iphrojekthi yokweqa okuphindwe izikhathi ezingu-24 ekusetshenzisweni kwamathokheni phakathi kuka-2026 no-2030, ngisho nezintengo zethokheni ehlayo zingase zingaqedi umthamo omkhulu wokusetshenziswa, okudinga ukulawula kwangaphakathi okuqinile.

Ukukalwa kwamathokheni kungase kube nomthelela ekuziphatheni konjiniyela, okungenzeka kuwaqondise kuzinqubo zokubhala ikhodi ezisebenza kahle kakhulu noma amanye amamodeli anikeza izilinganiso ezingcono zokusebenza kwezindleko. Iphinde igqamise ukungezwani phakathi kokukhuthaza ukuqanjwa kabusha kwe-AI kanye nokugcina ukusimama kwezezimali kumafemu amakhulu ezobuchwepheshe.

Interactive Mechanism

I-Interactive Mechanism: Indlela Esebenza Ngayo Ngempela

Hlola ubuchwepheshe obuyisisekelo ngemuva kwalokhu kuthuthukiswa ngokuhlanganyela.

Agent Lifecycle Stage:
1
User Intent & Planning: "Audit customer refund request #4092 and settle payment."
2
Tool Calling: Emits structured JSON call crm_get_transaction(id='4092').
3
Guardrail & Verification:🛡️ Paused: High-value action requires human operator sign-off.
4
Final Settlement: Refund recorded, email receipt dispatched, and audit log stored.
Core takeaway: An AI agent is not just a language model—it is a closed loop of planning, tool invocation, and environment feedback. Production systems require self-healing retries and strict human approval guardrails.
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

Qaphela ukuthi lezi zinyathelo zokulawula izindleko ziyawanciphisa yini amanani okutholwa kwe-AI phakathi konjiniyela noma uma ziholela ekwethembeni okwengeziwe kumamodeli asebenza kahle, omthombo ovulekile. Buka izinguquko ezifanayo zenqubomgomo kwezinye izifunda njengoba izindleko zengqalasizinda ye-AI ziba into ebalulekile kumabhajethi ebhizinisi.

Qaphela ukuthi lezi zinyathelo zokunciphisa izindleko ziholela yini ekwehleni okulinganiselwe kokusetshenziswa kwamathuluzi e-AI noma amamethrikhi okukhiqiza phakathi konjiniyela kulezi zinkampani. Ukwehla kokusetshenziswa kungase kubonise ukuthi ama-quota anemingcele kakhulu, kuyilapho ukusetshenziswa okuzinzile kungase kusikisele ukuthi abasebenzi bazivumelanisa nokugeleza komsebenzi okusebenza kahle kakhudlwana.

Buka izimemezelo zenqubomgomo ezifanayo ezivela kwezinye izinkampani ezinkulu zobuchwepheshe e-China nasemhlabeni jikelele. Uma lo mkhuba usabalala, ungabonisa ushintsho olubanzi lwemboni oluya ekuphatheni ikhompuyutha ye-AI njengento ephathwayo esikhundleni somthombo ongenamkhawulo.

Gada ukuthuthukiswa nokwamukelwa kwamamodeli e-AI angabizi kakhulu noma amasu okuthuthukisa avumela abathuthukisi ukuthi bathole imiphumela efanayo ngamathokheni ambalwa, okungase kunciphise isidingo sokulinganisa okunjalo okuqinile esikhathini esizayo.

Imihlahlandlela ehlobene nemibuzo

Ama-AI AgentsAmamodeli e-AI AchaziweIkusasa le-AIHlola okwaziyo — zama imibuzo ye-AI yamahhalaBheka igama le-AI kuhlu lwethu lwamagamaLandela umkhondo woxhaso lwe-AI
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