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Giants masu fasaha na China suna ba da alamun AI don sarrafa farashi

Kamfanonin fasaha na kasar Sin da suka hada da ByteDance, Alibaba, Baidu, da Tencent suna aiwatar da tsauraran kaso mai tsoka da kuma kudaden da za su biya don tafiyar da hauhawar farashin kayayyakin more rayuwa na AI, suna canjawa daga amfani mara iyaka zuwa rabon da aka sarrafa.

4 min readRead the original reporting
Source-provided image accompanying China tech giants ration AI tokens to control costs
Rahoton da aka dangantaAn rubuta tushen tushe
Mawallafi
scmp.com
Tushen hanyar haɗin gwiwa
scmp.comhttps://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees
Nau'in tushe
Rahoto ta hanyar tashar labarai - ba daftarin aiki na ɓangare na farko ba.

Abin da ba mu iya tabbatarwa da kansa ba: An dangana wannan da'awar ga kanti mai suna. Ba mu tabbatar da shi a kan takardar jam'iyyar farko ba. (scmp.com)

MaganaFahimtar wannan a cikin daƙiƙa 60

Fara a nan

Mabuɗin sharuddan

AI mai ƙirƙira
Tsarin AI waɗanda ke samar da sabon abun ciki kamar rubutu, hotuna, sauti, bidiyo, ko lamba.
Yi lissafi
Abubuwan sarrafawa da ake buƙata don horarwa da gudanar da ƙira, galibi ana auna su cikin sa'o'in FLOPS ko GPU.
Da sauri
Umurnin shigarwa da mahallin da aka bayar zuwa ƙirar ƙira.
Gwada kankaAI Agents Tambayoyi

Me ya faru

Manyan kamfanonin fasaha na kasar Sin suna mayar da manufofin amfani da AI mai karimci a baya ta hanyar gabatar da tsauraran kaso mai tsoka da iyakan biya. A cewar ma'aikatan da ba a san su ba sun ruwaito ta hanyar South China Morning Post, yanzu ByteDance yana buƙatar haɗin gwiwa don samfuran rufaffiyar tushe tare da biyan kuɗi, yayin da Alibaba, Baidu, da Tencent suka aiwatar da iyakokin bashi na wata-wata ko wuraren shakatawa na sashe don sarrafa kashe kuɗi akan kayan aikin AI na haɓaka.

Jaridar South China Morning Post ta ba da rahoton cewa, manyan kamfanonin fasaha na kasar Sin suna rage alawus alawus na AI ga ma'aikata don shawo kan hauhawar farashi. A baya can, ana kallon yawan amfani da alama azaman alamar yawan aiki, amma kamfanoni yanzu suna sanya iyaka.

A ByteDance, ma'aikatan da ke amfani da tsarin rufaffiyar tushe dole ne su biya haɗin gwiwa daga aljihu. Kamfanin yana mayar da kusan rabin farashin kayan aiki na waje, yana ɗaukar biyan kuɗi na shekara-shekara a kusan dalar Amurka 1,000 ga ma'aikatan fasaha da ƙwararru, da dalar Amurka 300 ga ma'aikatan da ba na fasaha ba, a cewar wata majiya da ba a bayyana sunanta ba.

Alibaba Group yana rarraba ma'aikata tsakanin 3,000 zuwa 6,000 kiredit na wata-wata don dandamalin codeing na ciki, QoderWork. Abubuwan da aka biya na kayan aikin AI na waje an sanya su akan dalar Amurka 200 kowace wata kuma suna ƙarƙashin dokokin tsaro. Baidu yana ba wa masu haɓakawa izinin asali na yuan 1,500 (kimanin dalar Amurka 223) kowane wata, tare da ƙarin ƙarin yuan 1,500 da ake samu akan buƙata.

Tencent ya ƙaura daga keɓancewa na shekara-shekara zuwa wuraren shakatawa na sassan da manajojin layi ke kulawa. Ma'aikatan da suka ƙare albarkatun su na wata-wata dole ne su gabatar da buƙatun tare da masu kulawa don ƙarin damar shiga. Tencent ya ce yana da niyyar biyan buƙatun ma'aikata dangane da nauyin aiki da buƙatu yayin da yake hana 'tokenmaxxing', ko yawan amfani da shi don haɓaka ma'aunin amfani.

Alibaba, Baidu, da ByteDance ba su amsa buƙatun yin sharhi ba. Rahoton ya nuna cewa Alibaba ce ke da gidan jaridar South China Morning Post. Waɗannan canje-canjen suna nuna ƙalubalen aiki na haɗa hadaddun ayyukan aiki na AI mai rikitarwa, inda hanzari guda ɗaya zai iya cinye babban ƙarfin lissafi.

Bayanan tushe: scmp.com ↗

Me ya sa yake da mahimmanci

Wannan sauye-sauye yana nuna sauyi daga ƙwaƙƙwaran AI na gwaji zuwa haɗin kai mai tsadar gaske a cikin ɓangaren fasaha na kasar Sin. Kamar yadda kwararar ayyuka na aiki ke haɓaka buƙatun lissafi, kamfanoni suna ba da fifikon gudanar da kasafin kuɗi akan samun dama mara iyaka. Wannan ci gaban yana ba da haske game da matsalolin tattalin arziƙin da ke fuskantar tura AI, inda hauhawar yawan amfani da alama ke faɗuwa faɗuwar farashin raka'a, yana tilasta ƙungiyoyi su daidaita ribar da ake samu akan abubuwan more rayuwa.

Matakin na nuni da balagar karbo AI a masana'antar kere-kere ta kasar Sin, inda za ta canja daga wani lokaci na gwaji mara sha'awa, ba tare da iyakancewa ba zuwa na tsarin sarrafa farashi mai ladabtarwa. Kamfanoni suna fahimtar cewa yayin da AI ke haɓaka yawan aiki, ƙimar abubuwan more rayuwa masu alaƙa suna da yawa kuma suna buƙatar kasafin kuɗi mai aiki.

Wannan ci gaban yana da mahimmanci saboda yana nuna ainihin yanayin tattalin arziki na haɓaka AI. Kamar yadda Goldman Sachs ke aiwatar da tsalle-tsalle mai ninki 24 a cikin amfani da alamar tsakanin 2026 da 2030, ko da faɗuwar farashin-alami ba zai iya daidaita girman yawan amfani ba, yana buƙatar tsauraran kulawar cikin gida.

Rarraba alamun na iya yin tasiri ga halayen masu haɓakawa, mai yuwuwar jagorantar su zuwa ga ingantattun ayyukan ƙididdigewa ko wasu samfuran da ke ba da mafi kyawun ƙimar aiki. Hakanan yana nuna tashin hankali tsakanin ƙarfafa ƙirƙira AI da kiyaye dorewar kuɗi ga manyan kamfanonin fasaha.

Interactive Mechanism

Ingantacciyar hanyar sadarwa: Yadda A zahiri yake Aiki

Bincika fasahar da ke bayan wannan ci gaban ta hanyar mu'amala.

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.
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AI Agents Quiz

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

Abin kallo na gaba

Saka idanu ko waɗannan matakan kula da farashi suna rage ƙimar karɓar AI gabaɗaya tsakanin masu haɓakawa ko kuma idan sun haifar da ƙarin dogaro ga ingantattun samfuran buɗe ido. Yi la'akari da canje-canjen manufofi iri ɗaya a cikin wasu yankuna yayin da farashin kayan aikin AI ya zama muhimmin abu don kasafin kuɗin kasuwanci.

Duba idan waɗannan matakan rage tsadar kuɗi suna haifar da raguwar ma'auni a cikin amfani da kayan aikin AI ko ma'aunin ƙima tsakanin masu haɓakawa a waɗannan kamfanoni. Rage yawan amfani na iya nuna cewa kason yana da iyakancewa, yayin da ingantaccen amfani zai iya ba da shawarar cewa ma'aikata suna daidaitawa da ingantaccen tsarin aiki.

Ku kalli sanarwar manufofin makamantansu daga wasu manyan kamfanonin fasaha a China da ma duniya baki daya. Idan wannan yanayin ya bazu, zai iya nuna babban canjin masana'antu don kula da lissafin AI azaman abin amfani da aka sarrafa maimakon albarkatu mara iyaka.

Saka idanu da haɓakawa da ɗaukar ƙarin samfuran AI masu tsada ko ingantattun dabaru waɗanda ke ba masu haɓaka damar cimma irin wannan sakamako tare da ƴan alamomi, mai yuwuwar rage buƙatar irin wannan tsauraran rabe-rabe a nan gaba.

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