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Caterpillar ikoresha amasomo yo gucukura-gutangiza uburyo bwagutse bwa AI

TechCrunch ivuga ko Caterpillar yongereye ubunararibonye mu bucukuzi bw'amabuye y'agaciro mu bwubatsi, mu nganda no mu nganda AI mu gihe iteganya gukoresha miliyoni 100 z'amadorali yo guhugura abakozi muri AI, ubwigenge na robo mu myaka itanu.

6 min readRead the original reporting
Source-provided image accompanying Caterpillar applies mining-automation lessons to broader AI deployment
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techcrunch.com
Ihuza ry'inkomoko
techcrunch.comhttps://techcrunch.com/2026/08/30/caterpillar-is-bringing-to-ai-deployment-what-it-learned-from-automating-mining/
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Gutangaza amakuru yamakuru - ntabwo ari inyandiko-yambere.
Byatanzwe kandi

Ibyo tutashoboye kwemeza twigenga: Iki kirego cyitirirwa izina ryasohotse. Ntabwo twagenzuye kurwanya inyandiko-shyaka rya mbere. (techcrunch.com)

Inkuru iheruka gusubirwamo

ImirongoSobanukirwa ibi mumasegonda 60

Tangira hano

IsuzumeIkibazo cya AI

Niki cyahindutse kuva cyatangazwa

  1. Byatangajwe bwa mbere
  2. Raporo ya TechCrunch yo ku ya 30 Kanama itezimbere mu buryo bw'umubiri mu buryo busanzwe Caterpillar y'abakozi-bahugura-bavugurura ndetse no kuvugurura amakuru yongeraho ibisobanuro birambuye ku bijyanye n'umufasha wa Cat AI, yatangaje ko hakoreshejwe umutungo uhujwe na miliyoni 1.6 hamwe na petabytes zirenga 16 z'amakuru yubatswe, ibikoresho byakozwe na AI biva mu mpanga, ibikoresho bya porogaramu zo mu gihugu, ndetse no kuva mu mashini imwe ikagenzura imashini nyinshi. Iratangaza kandi igihembwe cya kabiri Caterpillar yinjiza n’imibare yo kugurisha amashanyarazi. Ibi birego byitirirwa abayobozi ba TechCrunch na Caterpillar kandi ntabwo byemejwe byigenga mubikoresho byatanzwe.
Source video from techcrunch.com · shown with attribution.

Byagenze bite

TechCrunch itangaza ko Caterpillar ikoresha amasomo avuye mu bikoresho byigenga byigenga mu kohereza AI mu buryo bwagutse, harimo ibikoresho by'abatekinisiye bo mu murima, porogaramu zikora no guteza imbere porogaramu imbere. Isosiyete irateganya gukoresha miliyoni 100 z'amadolari mu myaka itanu ihugura abakozi bayo 118.000 muri AI, ubwigenge na robo.

TechCrunch yatangaje ku ya 30 Kanama ko Caterpillar irimo gufata uburambe mu gukoresha ubucukuzi bw'amabuye y'agaciro ahantu hashobora kuba imbaraga, harimo aho bakorera, kariyeri n'ahantu hubakwa. Raporo yavuze ko portfolio yigenga y’isosiyete isanzwe ikubiyemo amakamyo akurura yikora, ibikoresho byo gucukura, abatwara imizigo yo mu kuzimu, dozers hamwe n’ibikoresho by’ubwubatsi bigenzurwa na kure, hamwe n’ikigo gishinzwe porogaramu, ibikoresho byo gucunga amato n’ubutasi bwa kure. Caterpillar CTO Jaime Mineart yasobanuye imbaraga mu kiganiro cyaka umuriro mu nama ya Ai4 yabereye i Las Vegas mu ntangiriro z'ukwezi. Ibikoresho byatanzwe ntabwo byemeza byigenga igipimo cyikigo cyoherejwe cyangwa imikorere ya sisitemu.

Nk’uko TechCrunch ibitangaza, Caterpillar nayo ikoresha AI mu buryo butaziguye ku bakozi ba tekinike binyuze mu gikoresho cyitwa Cat AI Assistant. Raporo yavuze ko abatekinisiye bo mu murima bashobora gukoresha amabwiriza yijwi mugihe bahagaze iruhande rwimashini kugirango bagarure inzira zo gusana, gukemura ibibazo bishoboka no kumenya ibice bikenewe mbere yo gutangira gusanwa. Mineart yabwiye TechCrunch ko abakiriya, abakoresha naba technicien bakoresha umufasha. Raporo ntabwo itanga umubare wabakoresha, kuboneka kumasoko, igipimo cyamakosa, ingero zo gusana neza cyangwa kwipimisha byigenga byumufasha.

TechCrunch yatangaje ko sisitemu ya AI ya Caterpillar yifashisha amakuru yihariye akorwa n'imashini zahujwe. Mineart yavuze ko isosiyete ifite umutungo uhuza miliyoni 1.6 ku isi yose hamwe na petabytes zirenga 16 zamakuru yubatswe. Raporo yavuze kandi ko Caterpillar ikoresha AI mu gusikana imbuga, kubyara impanga za digitale mu gukora no gusesengura ibikorwa. Ku buryo butandukanye, Mineart yavuze ko Caterpillar ikoresha abakozi ba AI mu kuvugurura kode y’umurage, kubyara no kugerageza software nshya no kumenya inenge mbere. Iyi mibare namakuru yimibare, kimwe nibisabwa gukoreshwa ninyungu, ni raporo yavuzwe na Caterpillar binyuze muri TechCrunch kandi ntabwo byemejwe mubwigenge mubikoresho byatanzwe.

Raporo yavuze ko isosiyete ibona ko kurwanya imihindagurikire y'abakozi ari igice cy'ingenzi mu nzibacyuho. Mineart yabwiye TechCrunch ko Caterpillar yishingikiriza ku bakora inararibonye kugira ngo ifashe guhugura sisitemu ya AI ikoresheje ubumenyi bw'inzego zegeranijwe mu myaka mirongo. Mugihe ibikoresho bigenda byigenga, abakoresha bamwe barashobora kuva mugucunga imashini imwe bakajya kugenzura imashini nyinshi ziva mubuyobozi bwa kure. TechCrunch yatangaje ko iri hinduka riri mu mpamvu zatumye Caterpillar iteganya gukoresha miliyoni 100 z'amadolari mu myaka itanu iri imbere ihugura abakozi bayo 118.000 muri AI, ubwigenge na robo.

Ibisobanuro birambuye: techcrunch.com ↗

Impamvu ari ngombwa

Raporo yerekana ko gukoresha AI mu nganda bikubiyemo guhindura imikorere, guhugura abakozi no guhuza sisitemu n'ibikorwa bifatika - atari ugushiraho icyitegererezo gusa. Uburyo bwa Caterpillar bushobora kugira ingaruka kunganda nini nini zicunga ibikoresho byigenga ninzibacyuho yabakozi, nubwo imibare nibisubizo byatangajwe ntabwo byigenga mubikoresho byatanzwe.

Ubusobanuro bwibanze bwa raporo burakora. TechCrunch yavuze ko Caterpillar ibona igice kitoroshye cya AI igaragara kwinjiza ikoranabuhanga mubikorwa byabakiriya ndetse nakazi gahari. Ibyo gushiraho ibintu kuko kohereza inganda bisaba impinduka muburyo imirimo itunganijwe, uko abatekinisiye bafata ibyemezo nuburyo abashoramari bakorana nimashini. Bisobanura kandi ko sisitemu ishoboye tekinike idashobora gutanga agaciro gafatika keretse isosiyete ihinduye amahugurwa, inzira ninshingano zinshingano zayo.

Raporo ya Caterpillar ikoresha abakoresha inararibonye muguhugura sisitemu ya AI yerekana uruhare rwubumenyi bwa domaine mu gutangiza inganda. Abakoresha barashobora gusobanukirwa imyitwarire yimashini, imiterere yikibuga hamwe nuburyo bwo kubungabunga bidashobora gufatwa neza muri software cyangwa inyandiko zubatswe. Muri icyo gihe, kwimurira ubwo bumenyi muri sisitemu ya AI bitera kwibaza ibibazo bifatika bijyanye no kwemeza, kubazwa ndetse n'ubumenyi bw'abakozi bumenyekana iyo imirimo ihindutse. Inkomoko ivuga uburyo Caterpillar yakoresheje ariko ntisuzuma ryigenga niba ryongera sisitemu yo kwizerwa cyangwa kugabanya ingaruka.

Urugero rwa Cat AI Assistant yerekana uburyo bwihuse bwinganda za AI kuruta ibikoresho byigenga byuzuye. Igikoresho gishingiye kumajwi kigarura inzira cyangwa gifasha kumenya ibice bishobora gushyigikira abatekinisiye badasimbuye gusana kumubiri ubwako. Iri tandukaniro ni ingenzi kubakoresha n'abayobozi basuzuma aho bakorera AI: raporo isobanura ubufasha hamwe namakuru no gukemura ibibazo, ntabwo ari ibimenyetso byerekana ko sisitemu ya Caterpillar isuzuma yigenga cyangwa isana imashini. Nta bisubizo byatanzwe kubijyanye nukuri, igihe cyabitswe, ibyifuzo bitari byo cyangwa uburyo abakozi basubiramo umusaruro wumufasha.

Raporo kandi ishyira ibikorwa bya AI bya Caterpillar mu bucuruzi bwagutse n’inganda n’ibikorwa remezo. TechCrunch yavuze ko amafaranga y’igihembwe cya kabiri Caterpillar yinjije agera kuri miliyari 20.5 z'amadolari, afashijwe no gukenera ibikoresho bitanga amashanyarazi bikoreshwa mu bigo by’amakuru. Yatangaje ko igurishwa ry’amashanyarazi ryagurishijwe ryazamutseho 72% rigera kuri miliyari 3.10 z'amadolari kandi asubiramo umuyobozi mukuru Joe Creed avuga ko icyifuzo cyo kubara ibicu ndetse n’ibikorwa remezo bitanga umusaruro-AI bidatinda. Iyo mibare yimari hamwe nisosiyete yikigo isabwa byatangajwe na TechCrunch; ibikoresho byatanzwe ntabwo byigenga byerekana ubwinshi bwikura rya Caterpillar biterwa cyane cyane nibikorwa remezo bya AI.

Interactive Mechanism

Uburyo bukoreshwa: Uburyo bukora

Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.

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.
Kugenzura Ibitekerezo Byagenzuwe+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?

Ibyo kureba

Reba uburyo Caterpillar ipima ibisubizo numutekano wa Cat AI Assistant, sisitemu-twin sisitemu hamwe nabakozi ba software; burya imirimo y'abakoresha ihinduka uko imashini zigenga; kandi niba ishoramari ryamahugurwa ryikigo ritanga uburyo bwagutse. Raporo ntisobanura igipimo cyo kurera, ubunyangamugayo, inyungu ziyongera cyangwa ibisubizo byumutekano.

Ikizamini cya mbere ni ukumenya niba Caterpillar yiyemeje guhugura miliyoni 100 z'amadorali atanga impinduka zifatika mu kohereza no mu bushobozi bw'abakozi. Raporo ntisobanura neza integanyanyigisho, igabanywa ry'amafaranga, abakozi bazahabwa amahugurwa, cyangwa ibipimo bizagaragaza intsinzi. Raporo yingirakamaro yo gukurikirana raporo yerekana niba porogaramu ikubiyemo abatekinisiye, abakora, abashakashatsi n'abayobozi mu buryo butandukanye, kandi niba amahugurwa ajyanye n'umutekano wanditse, ubuziranenge cyangwa umusaruro.

Umufasha w'injangwe AI yemeza ko igenzurwa uko igenda inyura mu bakiriya no mu batekinisiye. Ibyingenzi bitazwi harimo imashini nogusana imirimo ikubiyemo, uko ibyifuzo byayo bigenzurwa, uko ikora amakuru yimashini ituzuye cyangwa ivuguruzanya, nibigenda gute mugihe umutekinisiye yanze ubuyobozi bwayo. TechCrunch ivuga imikoreshereze iriho ariko idatanga ubushakashatsi bwigenga bwigenga, nimero yoherejwe, amakuru y'ibiciro cyangwa ibimenyetso byerekana ko igikoresho cyagabanije igihe cyo gusana cyangwa gukumira amakosa.

Inzibacyuho y'abakozi yasobanuwe na Mineart nayo ikwiye kwitabwaho cyane. Kwimura umukoresha kugenzura imashini imwe kugenzura imashini nyinshi bishobora guhindura imirimo, ubuhanga busabwa ninshingano mugihe hari ibitagenda neza. Inkomoko ntivuga niba Caterpillar yashyizeho amategeko mashya y’abakozi, ibisabwa kugira ngo yemeze ibyemezo, uburyo bwo gutanga amakuru ku byabaye cyangwa ibipimo ngenderwaho by’abantu ku bikorwa bya kure bya komanda. Ibyo bisobanuro bizafasha kumenya niba ubwigenge bunini buhindura ibyago cyangwa bikimurira gusa mubice bitandukanye byakazi.

Hanyuma, abasomyi bakwiye kureba niba raporo ya Caterpillar ikoreshwa na AI mugukora, guteza imbere software hamwe nibikoresho bikoresha ingufu za data bihinduka ingamba zubucuruzi zihamye cyangwa bikomeza kuba icyegeranyo cyimishinga. Ibimenyetso bizaza bikubiyemo nimero zoherejwe, isuzuma ryigenga, ibisubizo byabakiriya no kwerekana imari itandukanya ibyifuzo bijyanye na AI nibindi bikorwa-bikuru cyangwa ibikorwa byinganda. Raporo yatanzwe ishyiraho gahunda za Caterpillar n'ibisabwa, ariko ntabwo ibisubizo birebire.

Ibijyanye nuyobora & ibibazo

Abakozi ba AIAmahugurwa ya AIEjo hazaza ha AIModeri ya AI YasobanuweGerageza ibyo uzi - gerageza ikibazo cya AI kubuntuReba ijambo AI mumagambo yacuKurikiza gukurikirana inkunga ya AI

Kuvugurura no gukosora

Iyi nkuru yemewe ivugururwa mugihe iyo iterambere ryiterambere rihindutse mubintu. URL yayo nitariki yo gusohora itariki ntizigera ihinduka.

  • Raporo ya TechCrunch yo ku ya 30 Kanama itezimbere mu buryo bw'umubiri mu buryo busanzwe Caterpillar y'abakozi-bahugura-bavugurura ndetse no kuvugurura amakuru yongeraho ibisobanuro birambuye ku bijyanye n'umufasha wa Cat AI, yatangaje ko hakoreshejwe umutungo uhujwe na miliyoni 1.6 hamwe na petabytes zirenga 16 z'amakuru yubatswe, ibikoresho byakozwe na AI biva mu mpanga, ibikoresho bya porogaramu zo mu gihugu, ndetse no kuva mu mashini imwe ikagenzura imashini nyinshi. Iratangaza kandi igihembwe cya kabiri Caterpillar yinjiza n’imibare yo kugurisha amashanyarazi. Ibi birego byitirirwa abayobozi ba TechCrunch na Caterpillar kandi ntabwo byemejwe byigenga mubikoresho byatanzwe.
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