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Goldman Sachs yana koyar da wakilan AI ayyukan aikin injiniya na ciki, rahoton Insider Business

Goldman Sachs yana haɓaka dam ɗin koyarwa da za'a iya amfani da su don taimakawa wakilai masu rikodin AI su yi amfani da ƙa'idodin injiniya na ciki na banki, samfuran bayanai da ayyukan ƙaura, insider Business rahotanni.

6 min readRead the original reporting
Source-provided image accompanying Goldman Sachs is teaching AI agents its internal engineering practices, Business Insider reports
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businessinsider.comhttps://www.businessinsider.com/goldman-sachs-engineers-ai-marco-argenti-2026-8
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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. (businessinsider.com)

MaganaFahimtar wannan a cikin daƙiƙa 60

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Tsarin software wanda zai iya lura, tunani, da ɗaukar ayyuka don cimma manufa, sau da yawa ta amfani da kayan aiki da ƙwaƙwalwa.
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Me ya faru

Kasuwancin Insider ya ba da rahoton cewa Goldman Sachs yana daidaita wakilai na AI, gami da Claude da Devin, zuwa al'adun injiniya na cikin gida na kamfanin. Babban jami'in yada labarai Marco Argenti ya ce bankin yana samar da tarin umarni da za a sake amfani da su, wanda ake kira basira, don canja wurin ilimin hukumomi game da ka'idojin ƙirar sa, tsarin bayanai, ka'idojin tsaro da yanayin fasaha a cikin wakilai.

Business Insider ya ruwaito a ranar 25 ga Agusta cewa Goldman Sachs yana ƙoƙari ya sa wakilan AI su zama kamar ƙwararrun masu ciki a banki. Marco Argenti, babban jami'in yada labarai na Goldman, ya shaida wa tashar cewa kamfanin fiye da 12,000 masu haɓaka suna amfani da AI kuma kalubale na gaba shine canja wurin takamaiman ilimin Goldman a cikin kayan aiki. Rahoton ya ce masu haɓakawa suna da damar yin amfani da sabbin fasahohin wakili, gami da Anthropic's Claude da Cognition's Devin coding mataimakin. Madogararsa baya tabbatar da sikelin amfani da kansa ko tsarin waɗancan kayan aikin a cikin banki.

A cewar Business Insider, Goldman yana ɗaukar ilimin fasaha a cikin dam ɗin koyarwa wanda kamfanin ke kiran gwaninta. Waɗannan ƙunƙun an yi niyya ne don bayyana yadda Goldman ke tunkarar ayyuka na musamman, gami da ƙa'idodin ƙira, ƙirar bayanai da mahallin injiniya. Rahoton ya ba da ƙaura na girgije a matsayin misali: fasaha da ake kira "waƙar sauri ta girgije" tana nufin koya wa wakilin AI abin da ƙaura mai kyau ya yi kama da musamman a cikin tsarin da ayyuka na Goldman. Madogararsa baya bayar da ƙayyadaddun umarni na fasaha ko gano ƙira, izini software ko bayanan bayanan da aka yi amfani da su don aiwatar da shi.

Ƙoƙarin da aka ruwaito ya kuma ƙunshi ƙarancin ilimi. Business Insider ya ce ka'idodin aikin injiniya na Goldman sun haɗa da jagora kamar "saɓani da yawa" da "duba sasanninta," waɗanda suka fi dacewa da ƙa'idodin fasaha na yau da kullun. Argenti ya shaida wa kanti cewa bankin yana nazarin hanyoyin cikin gida ta hanyar tambayoyi da nazarin abubuwan da aka fitar, sannan ta yin amfani da kimantawa don sanya ka'idojin da ba a rubuta ba su kasance cikin tsari. Kamfanin yana sabunta ƙwarewa yayin da ayyukansa ke canzawa, ƙirƙirar abin da rahoton ya bayyana a matsayin ci gaba da madauki. Ba a haɗa maki kima ba, ƙimar kuskure, misalan lambar ƙima ko ƙima mai zaman kanta da aka haɗa.

Business Insider ya ci gaba da ba da rahoton cewa shirin na canza aikin injiniyoyi da jagoranci na cikin gida. Injiniyoyin suna kashe ɗan lokaci don rubuta lambar da ƙarin lokaci don bincika ko wakilai suna yin daidai da ka'idodin Goldman, in ji Argenti. Rahoton ya kuma bayyana kananan ma'aikatan da ke taimaka wa manyan abokan aikin su koyi amfani da AI, yayin da aka ambaci shirin 'yan uwan ​​​​Citi wanda dubban ma'aikata suka ba da kansu a matsayin "masu haɓaka AI." Kwatancen Citi na mahallin mahallin ne maimakon shaida cewa Goldman da Citi suna amfani da tsarin iri ɗaya ko ayyukan gudanarwa.

Bayanan tushe: businessinsider.com ↗

Me ya sa yake da mahimmanci

Ƙoƙarin yana kwatanta canjin kasuwanci mai amfani daga ba wa ma'aikata damar yin amfani da kayan aikin AI don daidaita waɗannan kayan aikin zuwa ayyukan ƙungiyar da ba su da izini. Kasuwancin Insider ya ba da rahoton cewa injiniyoyin Goldman suna ba da ƙarin lokaci don kimantawa da jagorantar wakilai bisa ƙa'idodi masu ƙarfi, suna tayar da tambayoyi game da yadda kamfanoni ke adana ilimin hukuma, auna inganci da ba da alhakin lokacin da AI ke ba da gudummawa ga aikin samarwa.

Batun Goldman yana da mahimmanci saboda yana mai da hankali kan babban cikas a cikin AI na kasuwanci: tsarin maƙasudin gabaɗaya na iya sanin tsarin shirye-shirye ba tare da sanin ƙa'idodin gida na cibiyar ba. Kamfanonin hada-hadar kudi sukan dogara da yarjejeniyoyin game da sarrafa bayanai, tsaro, bita, takardu da kasadar da aka rubuta kawai. Rahoton Insider na Kasuwanci ya nuna cewa Goldman yana ƙoƙarin juya wasu ilimin tacit zuwa jagorar da za a sake amfani da shi wanda wakili zai iya amfani da shi yayin aiki. Wannan shine ƙarin ƙaƙƙarfan amfani da kasuwancin AI fiye da samar da chatbot kawai ko kayan aiki na atomatik.

Hakanan yana nuna dalilin da yasa ƙimar wakili na iya dogara da ƙungiyar da ke kewaye, ba kawai akan ƙirar da ke ƙasa ba. Wakilin coding wanda ke samar da ingantacciyar lambar fasaha na iya zama mara dacewa idan ta keta ka'idodin bayanan ciki, yana amfani da yanayin da ba a yarda da shi ba ko ya rasa takamaiman buƙatun bita. Hanyar basirar Goldman an yi niyya ne don taƙaita wannan gibin ta hanyar samar da mahallin game da tsarin banki da tsammaninsa. Rahoton bai tabbatar da cewa hanyar da za ta magance matsalar cikin dogaro ba, amma tana gano nau'in gyare-gyaren hukumomi wanda zai iya zama dole kafin a amince da wakilai tare da manyan ayyukan aiki.

Canjin da aka ruwaito a cikin aikin injiniya yana da sakamako. Idan wakilai suna kula da ƙarin ƙididdigewa na yau da kullun, ƙwararrun ma'aikata na iya ciyar da ƙarin lokaci don nazarin abubuwan da aka fitar, ayyana ƙa'idodi, kiyaye daurin koyarwa da yanke shawarar lokacin da aiki ke buƙatar yanke hukunci na ɗan adam. Wannan zai iya inganta daidaito idan an tsara bita da kyau, amma kuma yana iya haifar da sabbin ƙullun ko matsar da kurakurai zuwa sassan da ba a iya gani ba. Business Insider ya ba da rahoton canjin a matsayin abin lura daga Argenti; baya bayar da bayanan ma'aikata masu zaman kansu, ma'aunin aiki ko shaida game da ko ayyukan injiniya ko matakan ma'aikata sun canza.

Har ila yau, labarin ya ba da haske game da canja wurin gwaninta ta hanyoyi biyu. Manyan ma'aikata na iya ba da ilimin hukuma ga tsarin AI, yayin da ƙananan ma'aikata na iya taimakawa manyan abokan aiki su yi amfani da kayan aikin yadda ya kamata. Wannan na iya faɗaɗa shiga cikin canjin fasaha, amma kuma yana iya sanya ƙarin nauyi kan ma'aikata don koyarwa, gwadawa da saka idanu akan tsarin ba tare da bayyananniyar sanarwa ko kariya ba. Madogararsa ba ta ba da dalla-dalla game da buƙatun horarwa, ba da lissafi ga fitar da wakili mara kyau, kimanta ma'aikaci ko yadda Goldman ke kare bayanan sirri yayin nazarin hanyoyin ciki.

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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Abin kallo na gaba

Mahimman abubuwan da ba a san su ba sun haɗa da tasirin ma'aunin wakilai akan saurin injiniya da ƙimar kuskure, abubuwan sarrafawa da ke tafiyar da damar su zuwa tsarin Goldman da bayanai, da kuma yadda banki ke kimanta ƙa'idodi na zahiri waɗanda ke da wahalar ɓoyewa. Asusun Insider na Kasuwanci ya dogara ne akan rahoto da maganganun Argenti; Tsarin tushen Goldman, sakamakon kimantawa da ikon aiwatarwa ba a tabbatar da kansa ba a cikin tushen.

Mafi mahimmancin shaida na gaba zai zama tabbataccen kimantawa. Goldman zai buƙaci nuna ko ƙwarewar da ta keɓance ta inganta ingancin lambar, rage lokacin bita, ƙarancin tsaro ko kurakurai masu yarda, ko yin aiki mafi kyau fiye da wakilai waɗanda aka ba da umarni na gaba ɗaya kawai. Kwatancen mai fa'ida zai haɗa da fayyace ayyuka a sarari, sakamakon asali, shari'o'in gazawa da gwaji a cikin mahallin injiniya daban-daban. Business Insider ya ruwaito cewa Goldman yana gudanar da kimantawa, amma labarin bai buga hanyoyinsu ko sakamakonsu ba.

Samun dama da gudanar da mulki ma za su yi tasiri. Madogararsa ta suna ma'auni na bayanai, ka'idojin tsaro da mahalli na ciki a matsayin wuraren da wakilai na iya buƙatar fahimta, amma baya bayyana ko tsarin zai iya karanta lambar mallakar mallaka, kira kayan aikin ciki, gyara tsarin samarwa ko riƙe bayanai tsakanin ayyuka. Rahoto na gaba yakamata ya fayyace iyakokin izini, buƙatun amincewa ɗan adam, rajistan ayyukan dubawa, riƙe bayanai da hanyoyin ɗaukaka ko janye ƙwarewa lokacin da ayyukan cikin gida suka canza.

Hanyar banki na iya zama mai wahala yayin da yake motsawa daga aikin injiniya zuwa wasu layin kasuwanci. Ana iya gwada ƙa'idodin ƙididdigewa wani lokaci akan abubuwan da aka fitar, yayin da hukunce-hukunce game da haɗari, jiyya na abokin ciniki ko fassarar tsari na iya zama mafi shubuha da sakamako. Business Insider ya ce kwarewar injiniyan na iya zama dacewa a wani wuri a cikin kamfanin, amma rahoton bai bayyana takamaiman ƙarin turawa ba. Zai zama da wuri don jin cewa Goldman ya tsawaita tsarin iri ɗaya zuwa ciniki, ba da lamuni, yarda ko yanke shawara na fuskantar abokin ciniki.

A ƙarshe, yanayin kashe kuɗi da aka ruwaito ya cancanci bincike. Business Insider ya ce Goldman ya kashe kusan dala biliyan 6 akan AI a bara kuma yana fuskantar matsin lamba don nuna dawowar, amma tushen bai haɗa wannan adadi zuwa shirin ƙwarewa ba ko kuma samar da lissafin dawowa kan saka hannun jari. Tambayar da ta dace ita ce ko gyare-gyaren cibiyoyi yana samar da fa'idodi masu ma'auni waɗanda ke ba da tabbacin aikin ma'aikatan yin tambayoyi, kiyaye umarni da duba halayen wakilai. Har sai an bayyana waɗancan sakamakon ko a tantance kansu, ya kamata a fahimci shirin a matsayin rahoton gwaji na kamfani da canjin aiki, ba hujjar cewa wakilan Goldman sun sami ingantaccen hukunci na matakin ciki ba.

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