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Lataliyaha guud ee Coinbase wuxuu qorsheynayaa injineerada iyo wakiilada AI ee shaqada sharciga ah, warbixinta Bloomberg Law

Sharciga Bloomberg ayaa sheegay in La-taliyaha Guud ee Coinbase Molly Abraham ay shaqaaleysiinayso xirfadda injineernimada si loo hagaajiyo socodka shaqada sharciga ah oo ugu dambeyntii u diro wakiilada AI hawlaha sida dib u eegista qandaraasyada iyo deeqaha sinnaanta.

6 min readRead the linked source
Source-provided image accompanying Coinbase general counsel plans embedded engineers and AI agents for legal work, Bloomberg Law reports
Xigasho SourceIsha la duubay
Daabacaha
news.bloomberglaw.com
Xidhiidhka isha
news.bloomberglaw.comhttps://news.bloomberglaw.com/in-house-counsel/new-coinbase-general-counsel-charts-ai-engineered-legal-path
Nooca isha
Isha ku xidhan — heerka isha aasaasiga ah lama damin.
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Halkan ka bilow

Qodobbada muhiimka ah

Sirdoonka Artificial (AI)
Qaybta ballaaran ee hababka dhisidda ee fuliya hawlaha u baahan aqoonsiga hannaanka, sababaynta, luqadda, ama go'aan qaadashada.
Barashada Mashiinka (ML)
Hababka u oggolaanaya nidaamyada inay ka bartaan qaababka xogta oo ay horumariyaan wakhti ka dib.
Xusuusta (Xusuusta Wakiilka)
Macnaha guud ee la kaydiyay wakiilka AI wuxuu isticmaalaa dhammaan tillaabooyinka ama fadhiyada si uu u horumariyo sii wadida.
Is tijaabiKediska Wakiilada AI

Maxaa dhacay

Sharciga Bloomberg ayaa sheegay in La-taliyaha Guud ee Coinbase Molly Abraham uu dib u habayn ku samaynayo hawlaha sharci ee shirkadda ee ku wareegsan sirdoonka macmal. Waxay shaqaaleysiisaa injineer aasaasi ah oo horay loo sii diray oo loogu talagalay waaxda sharciga, iyada oo door la mid ah loo qorsheeyay u hoggaansanaanta, si loo qiimeeyo tignoolajiyada sharciga iyo in la dhiso aaladaha agagaarka qulqulka shaqada ee Coinbase. Ibraahim waxa kale oo uu ku tilmaamay in loo isticmaalo wakiilada AI qoraalada xasuus-qorka waxana uu filayaa in wakiiladu ugu dambaynta qabtaan hawlo ay ku jiraan dib u eegista qandaraasyada iyo deeqaha sinnaanta.

Sharciga Bloomberg ayaa daabacay warbixinta Agoosto 25, 2026, isagoo tilmaamaya Molly Abraham inuu yahay lataliyaha guud ee cusub ee Coinbase ka dib markii madaxa sharciga Paul Grewal uu baxay. Abraham waxa uu rabaa in uu dib u farsameeyo kooxda sharciga ah ee ku xeeran sirta macmalka ah waxa uuna shaqaalaysiinayaa injineer asaasaha ah ee waaxda sharciga, iyada oo la mid ah furitaanka u hogaansanaanta. Doorarka ayaa ka caawin doona qareennada inay qiimeeyaan xalalka farsamada iyo inay dhisaan qalabaynta habraaca gudaha. Liisaska shaqada ee khadka tooska ah ayaa dhigaya mushaharka door kasta $218,000 ilaa $256,500, marka laga reebo sinnaanta iyo gunnada.

Abraham wuxuu u sheegay sharciga Bloomberg in qareenadu u baahan yihiin khibrad farsamo oo ku duugan sababtoo ah had iyo jeer ma qalabeeyaan inay qiimeeyaan tignoolajiyada sharciga ah iyo alaabada AI. Ingineerku wuxuu u warbixin doonaa Ibraahim wuxuuna diiradda saari doonaa fahamka socodka shaqada ee sharciga ah. Booska waxa lagu maalgeliyaa kaydka laga helo lataliyaha dibadda. Sharciga Bloomberg wuxuu u soo bandhigayaa tan sida isbeddel hawleed gudaha Coinbase ee hawlaha sharciga iyo u hoggaansanaanta, halkii laga bilaabi lahaa wax soo saarka AI ee dadweynaha.

Warbixintu waxay sheegtay in Abraham uu ugu dambayntii saadaaliyay wakiilada AI inay gacanta ku hayaan dib u eegista qandaraasyada, deeqaha sinnaanta, iyo hawlaha kale ee sharciga ah. Waxay hadda u isticmaashaa LibreChat, oo ah sheyga AI-furan, qorista xusuusta waxayna u dhistay "Wacitaan Ka Wanaagsan Paul" si ay u abuurto aragtiyo bilow ah oo ku salaysan habka Grewal. Abraham waxa uu filayaa in uu la tashado wakiilka wax badan ka dib marka Grewal’s heshiiska kala-guurka-adeegga uu dhamaado Oct. 31. Isha si madax banaan uma tijaabiso wax soo saarka, ma sharaxdo helitaanka xogta, ama ma odhan waxay samayn kartaa go'aamo sharci ee ugu dambeeya.

Sharciga Bloomberg wuxuu dhigayaa istaraatiijiyadda iyada oo ay jirto cadaadiska Coinbase ee sharciyeynta iyo dacwadaha. Shirkaddu waxay hoos u dhigtay shaqaalaheeda 14% iyada oo ay jirto isbeddelka suuqa iyo riixitaanka AI oo hore u dhimay kooxdeeda sharciga. Ibraahim wuxuu kormeeraa dacwadaha, sirdoonka caalamiga ah, iyo baaritaannada, halka madaxda kale ay maamulaan siyaasadda, u hoggaansanaanta, iyo xiriirka dowladda. Waxay hore uga soo shaqaysay Wachtell, Lipton, Rosen & Katz, halkaas oo barashada mishiinada loo isticmaalay sahaminta elektaroonigga ah, waxayna asal injineernimo ka heshay Procter & Gamble. Xaqiiqooyinkani waxay sharxayaan culayska ay saarayso tarjumaada shaqada sharciga iyo farsamada laakiin ma dejin in nidaamyada Coinbase ay yihiin kuwo wax ku ool ah ama si ballaaran loo geeyay.

Faahfaahinta isha: news.bloomberglaw.com ↗

Maxay muhiim u tahay

Talaabadan ayaa muujinaysa sida korsashada AI ay uga weecanayso software-ka sharciga ah ee kali ah kuna wajahan doorar farsamo oo ku dhex jira kooxaha sharciga iyo u hogaansanaanta shirkadaha. Sharciga Bloomberg ayaa sheegay in Coinbase ay adeegsanayso kaydka latalinta dibadda si ay u maalgeliso booska injineernimada, isku xirka maalgashiga AI ee miisaaniyadda hawlgalka ee waaxda sharciga iyo doorka ay ku taageerto alaabada cusub ee warshadaha si weyn loo xakameeyay.

Warbixinta Sharciga Bloomberg waxay muujineysaa isbeddelka sida shirkadaha waaweyn ay u abaabuli karaan korsashada AI. Coinbase waxay gelinaysaa injineer gudaha waaxda sharciga halkii ay ku tiirsanaan lahayd kaliya iibiyeyaasha dibadda ama waydiisan lahayd qareennada inay doortaan qalabka laftooda. Qaabdhismeedku waxa uu khariidad ka samayn karaa shaqada soo noqnoqota, tijaabinaya nidaamyada lidka ku ah hababka sharciga ee dhabta ah, oo ku xidha automation-ka kontaroolada looga baahan yahay hawlaha la habeeyey. Muhiimaddeedu waa urur: kooxda sharciga ah waxaa loola dhaqmayaa sidii meel software lagu nashqadeeyey lagana shaqayn karo, aan la isticmaalin oo keliya.

Habkani waa arrin sababtoo ah Sharciga Bloomberg wuxuu qeexayaa Coinbase inuu ku shaqeynayo sharci ahaan, siyaasad, iyo sharci la'aan. Ibraahim wuxuu sheegay in hal-abuurnimada sharci ay u abuuri karto dariiqyo loogu talagalay alaabada cusub ee horumarinta qaybaha sharciyeynta. AI waxay saameyn kartaa sida ugu dhaqsaha badan ee qareenadu u eegaan dukumeentiyada, u diyaariyaan talada, taageerida soo saarista alaabta, oo ay ula xiriiraan maamulayaasha ama lataliyaha dibadda. Qaladaadku waxay abuuri karaan khatar sharci iyo mid hawleed, oo ay ku jirto xigasho khaldan, waajibaad qandaraas oo la seegay, xog sir ah oo la kashifay, ama gabagabo aan la hubin oo loo soo bandhigay sidii loo xaliyay.

Sharciga Bloomberg ayaa sheegay in Abraham uu doonayo in shirkadaha ka baxsan si ay u noqdaan kuwo waxtar leh iyada oo loo marayo AI iyada oo la filayo in kooxda Coinbase ay caawiyaan. Tani waxay kor u qaadaysaa haddii AI ay dhimi doonto kharashaadka sharciga ah, u hagaajin doonto shaqada xagga falanqaynta qiimaha sare, ama u wareejin doonto kharashaadka injineernimada, kormeerka, ilaalinta xogta, iyo ansixinta. Warbixintu waxay soo xiganaysaa bayaanka Grewal in Coinbase ay ku bixisay in ka badan $50 milyan shirkadaha sharciga iyo la-taliyayaal kale oo difaacaya dacwadda Guddiga Securities and Exchange ee tan iyo markii la sii daayay, laakiin ma xisaabinayso kaydka AI. Sidoo kale ma cadda in AI ay sababtay dhimista xoogga shaqada ama in istiraatiijiyadu ay yareyn doonto tirada madaxa.

Sheekadu waxay leedahay saamayn xirfadeed-mas'uuliyadda. Abraham waxay u sheegtay Sharciga Bloomberg inay dhistay wakiil wax u qora oo wax ka beddela iyada oo kale iyo in nooca tooska ah ee Grewal uu diyaarin karo aragtiyada bilowga ah. Nidaamyada noocan oo kale ah waxay ilaalin karaan xusuusta hay'adaha ama waxay ka caawin karaan hawlaha soo noqnoqda, iyagoo kor u qaadaya su'aalaha ku saabsan qoraaga, mudnaanta, kormeerka, iyo kala soocida qoraallada iyo talooyinka la ansixiyay. Sharciga Bloomberg ma sheego ilaalada xukuma wakiiladan. Wax-soo-saarka la raadin karo, dib-u-eegis lagu samayn karo oo ka hooseeya go'aan-qaadayaasha bini'aadamka ee lala xisaabtami karo ayaa ka muhiimsan qalabka cusub ee cusub.

Interactive Mechanism

Farsamaynta Is-dhexgalka: Sida Dhabta Ay U Shaqeyso

U baadh tignoolajiyada hoose ee ka dambeeya horumarkan si isdhexgal leh.

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.
Hubinta Fikradda Is-dhexgalka+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?

Maxaa la daawan doona xiga

Tijaabada muhiimka ah waxay noqon doontaa in Coinbase ay u rogi karto wakiillada tijaabada ah ee lagu kalsoonaan karo, socodka shaqada dib loo eegi karo iyada oo aan la wiiqin xukunka sharciga, sirta, kontaroolada u hoggaansanaanta, ama xisaabtanka. Sharciga Bloomberg si madax banaan uma xaqiijinayo waxqabadka wakiilada Abraham, kaydinta la filayo, ama wax soo saar kasta oo la geeyo. Caddaynta mustaqbalka waa in ay ku jiraan kiisaska isticmaalka gaarka ah, shuruudaha dib u eegista aadanaha, heerka khaladaadka, kontaroolada amniga, iyo saamaynta la qiyaasi karo ee shaqada sharciga ah.

Tilmaamaha ugu horreeya wuxuu noqon doonaa caddayn la taaban karo. Sharciga Bloomberg wuxuu sheegay isticmaalka la qorsheeyay sida dib u eegista qandaraasyada iyo deeqaha sinnaanta laakiin ma dhahayo wakiillada madax-bannaanida ayaa horeyba ugu fulin jiray wax soo saarka. Warbixinta daba-galka ahi waa in ay dejiso hawlaha otomaatigga ah, hababka la isticmaalo, macluumaadka ay heli karaan, iyo meelaha oggolaanshaha bini'aadamku ay qasab tahay. Waa inay kala saartaa kaalmada qorista iyo nidaamyada kicin kara falalka ama go'aannada samayn kara.

Caddeynta wax qabadku waxay noqon doontaa muhiim. Isha si madaxbanaan uma xaqiijinayso tayada wakiilka qoraalka Ibraahim ama "Wacitaanka Paul ee ka Wanaagsan," oo ma bixiso qiime khalad ah, natiijooyinka qiyaasta, marka la barbardhigo shaqada aadanaha, ama caddaynta kaydka. Baadhitaanka mustaqbalka waa in uu baaro dhalanteedka, waajibaadka seegay, talo aan is waafaqsanayn, iyo guuldarrooyinka ku lug leh xeerarka isbeddelka, oo ay ku jiraan in imtixaanku isticmaalo arrimo sharci oo metelaya halkii laga isticmaali lahaa tusaalooyin la soo xulay.

Dawladnimada iyo nabadgelyadu waa bar kale oo isha lagu hayo. Kooxaha sharciga iyo u hogaansanaanta Coinbase waxay qabtaan shirkadaha xasaasiga ah, sharciyeynta, shaqada, iyo macluumaadka ganacsiga. Sharciga Bloomberg ma sharxo in wakiiladu ay ka shaqeeyaan gudaha ama adeega dibadda, haddii dardargelinta iyo soo saarista la hayo, sida gelitaanka loo xaddiday, ama sida mudnaanta iyo sirta loo ilaaliyo. Sidoo kale ma qeexdo diiwaannada xisaabinta, jawaabta shilka, qiimaynta moodeelka, ama cusboonaysiinta marka sharciyada iyo siyaasadaha shirkadu isbedelaan.

Ugu dambayntii, shaqaalayntu waxay tusi doontaa bal in qaabka injineerka-ku-xidhan uu noqdo mid waara. Sharciga Bloomberg ayaa sheegay in Coinbase ay maalgalinayso doorka iyada oo loo marayo kaydinta la-talinta oo ay abuurtay meel u hoggaansanaan la mid ah. Caddaynta daba-galka ahi waxay tusi kartaa shaqaale farsamo oo dheeraad ah, isbeddelka kharashaadka dibadda, kontaroolada cusub ee gudaha, ama hawlgelinta ballaaran ee siyaasadda iyo baaritaannada. Lama garanayo in doorarka ay soo saari doonaan horumarin la qiyaasi karo iyo in kale, in xirfadlayaashu ay si joogto ah u qaadan doonaan agabka, iyo sida mas'uuliyadda loo meelayn doono marka socodka shaqada ee ay caawiso AI uu qaldamo.

Tilmaamaha la xidhiidha & su'aalaha

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