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IT Brew ivuga ko ibigo bigerageza uburemere bwa AI bwerekana uburemere uko ibiciro bizamuka

Isosiyete isuzuma imiterere ya AI ishobora gukururwa nk'uruzitiro rwo kurwanya ibiciro bikoreshwa, ariko kwakira, imiyoborere n’umutekano biratinda kwakirwa.

5 min readRead the linked source
Source-page capture accompanying IT Brew reports enterprises are testing open-weight AI models as costs rise
InkomokoInkomoko yanditse
Umwanditsi
itbrew.com
Ihuza ry'inkomoko
itbrew.comhttps://www.itbrew.com/stories/chinese-open-weight-models-ai-cost-crunches
Ubwoko bw'inkomoko
Inkomoko ihujwe - ibanze-isoko yimiterere ntabwo yashizweho.
ImirongoSobanukirwa ibi mumasegonda 60

Tangira hano

Amagambo y'ingenzi

Ibiro
Umubare wize wumubare wapima ibimenyetso byanyuze mumiyoboro ya neural.
Ibyatanzwe
Inkomoko yanditse, nyirubwite, n'amateka ya dataset cyangwa ibihangano by'icyitegererezo.
Ibipimo
Ikizamini gisanzwe cyangwa dataset ikoreshwa mugupima no kugereranya imikorere yicyitegererezo.
IsuzumeModeri ya AI Yasobanuwe Ikibazo

Byagenze bite

IT Brew itangaza ko ibigo birimo SmartBear, Tanium na Smartsheet bigerageza na moderi ya AI ifite uburemere buke kuko igiciro cyo gukoresha imiterere yihariye yiyongera. Abayobozi bavuze ko hashobora kuzigama, ubukererwe buke, kwakira abashyitsi no kugabanya kwishingikiriza ku batanga amasoko akomeye, mu gihe bashimangira ko ubushakashatsi bwinshi butarabaye uburyo bunini bwo koherezwa.

IT Brew itangaza ko Fitz Nowlan, visi perezida wa SmartBear wa AI hamwe n’ubwubatsi, arimo akora isuzuma ryimbitse ry’imiterere y’uburemere nyuma yo kubona imideli y’abashinwa igabanya ikinyuranyo cy’imikorere n’itangwa rya laboratoire zikomeye za AI. Nowlan yabwiye ikinyamakuru ko SmartBear itekereza kuyobora inzira zimwe na zimwe zifungura sisitemu yuburemere niba isesengura ryibiciro ari byiza. Isosiyete iri kugerageza niba izo moderi zishobora gushyigikira imikoreshereze yingirakamaro mu bya tekiniki mu gihe igabanya amafaranga yo gukora n’ubukererwe. Ufatiye hamwe, iyi konti isobanura isuzuma kurwego rwimanza zihariye zo gukoresha no guhitamo imikorere. Ntabwo isobanura kwimuka kwuzuye, kandi icyemezo gikomeza guhuzwa nisuzuma ryamasosiyete ubwayo yimikorere, igiciro kandi gikwiye.

Nk’uko IT Brew ibivuga, Tanium nayo irimo gusuzuma imiterere yuburemere. Tanium CTO Harman Kaur yavuze ko isosiyete igomba kumenya icyitegererezo cyo gukoresha, uburyo bwo kuyakira ndetse n’ibisabwa bigomba kubanza kugeragezwa. Raporo ivuga ko Tanium yasanze imirimo imwe n'imwe ikora ugereranije na moderi zifunze, ariko ikaba ihura n’ibibazo bijyanye n’imiyoborere ndetse n’uko imideli y’abashinwa igomba guhabwa abakiriya. Kaur arimo gusuzuma moderi ya Inkling kuva muri Laboratwari yo Gutekereza. Iri suzuma risiga ibyemezo byinshi icyarimwe. Ingero za raporo zihuza guhitamo icyitegererezo hamwe no kwakira, guhitamo porogaramu no gukoresha abakiriya, bityo igisubizo cyiza mubikorwa bimwe ntabwo ubwacyo gikemura ikibazo kinini cyo kohereza.

IT Brew ivuga kandi ko Smartsheet kuri ubu ishingiye cyane cyane kuri Anthropic na Amazon mugihe irimo gushakisha ubundi buryo bwo gufungura uburemere. Umuyobozi mukuru, Rajeev Singh yavuze ko amaherezo sosiyete ishobora guhindura imirimo yoroshye ku buryo buhendutse, ariko ikaba ishyira imbere umuvuduko n’igihe cyo kwisoko kugeza ubu. Iyi ngingo isubiramo PwC Global Chief AI Engineer Scott Likens avuga ko moderi yuburemere ari ingingo nkuru y’abakiriya, nubwo atabona kurerwa ku rugero. Izi konti zitangazwa na IT Brew kandi ntabwo zemezwa kwigenga mu isoko yatanzwe. Ingero rero zerekana inyungu zidashizeho uburyo rusange bwo kurera. Akamaro kabo kari mubibazo bisuzumwa, mugihe raporo yatanzwe ikomeje gutandukanya igeragezwa nikoreshwa ryakozwe.

Ibisobanuro birambuye: itbrew.com ↗

Impamvu ari ngombwa

Raporo isobanura impinduka zifatika zo kubaza icyo AI yakora kugirango ibaze icyo bisaba gukora murwego. Icyitegererezo gifunguye gishobora guha ibigo kugenzura kwakira no gutoranya icyitegererezo, ariko kandi bigatanga izindi nshingano zijyanye no gusuzuma, kugena ibintu, umutekano, imiyoborere no kubogama.

Raporo ikora ibipimo byerekana uburemere nkigiciro no kugenzura aho kuba amarushanwa ya tekiniki gusa. Isosiyete yimutse irenze prototypes kare irashobora kuba ifite traffic traffic ihagije kugirango yishyure kugirango igire ingaruka mubukungu. IT Brew yasubiyemo Iz Beltagy, umuyobozi w’ubushakashatsi bwa AI mu kigo cya Allen Institute for AI, avuga ko ubucuruzi bufite amakuru akomeye y’imodoka n’imikoreshereze y’abakoresha bufite impamvu zikomeye zo gusuzuma imiterere y’ibanze cyangwa yiyobora.

Sisitemu ifunguye-uburemere irashobora gutanga ibintu byoroshye porogaramu yihariye ya porogaramu idakora. Ubucuruzi bushobora kubakira mubicu cyangwa kubikorwa remezo byabo, hitamo imiterere itandukanye kubikorwa bitandukanye kandi wirinde kwishingikiriza byimazeyo kubitanga. Iyi ngingo ivuga ko abayobozi bashishikajwe cyane n’ubukererwe buke, gukoresha neza ibiciro no kwirinda ko bishoboka ko uwatanze icyitegererezo ashobora guteza imbere ibicuruzwa bya software birushanwe. Izo nyungu zikomeje kuba nziza kubigo byasobanuwe.

Igicuruzwa ni uko gukuramo ibipimo by'icyitegererezo bidakuraho ikiguzi cyangwa ibyago byo koherezwa. IT Brew ivuga ko amashyirahamwe ashobora gukenera kwishyura ibikorwa remezo, gukora isuzuma rikomeye, gutunganya neza cyangwa gutunganya imiterere no gukora iperereza ku cyitegererezo kigamije kugabanya ingaruka z'umutekano. Iyi ngingo iragaragaza kandi impungenge zijyanye no kubogama bifitanye isano nabashizeho icyitegererezo ndetse no kumenya niba imikorere ya tekiniki ku mirimo nko guhamagarira ibikoresho ihagije kugira ngo ikemure ibibazo by’imiyoborere yagutse. Inkomoko ntabwo itanga ikiguzi cyigenga, kugenzura umutekano, ibipimo ngenderwaho cyangwa amakuru yizewe.

Interactive Mechanism

Uburyo bukoreshwa: Uburyo bukora

Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
Kugenzura Ibitekerezo Byagenzuwe+10 Points
AI Models Explained Quiz

Which component of an AI application is the machine-learning model itself?

Ibyo kureba

Ibipimo by'ingenzi bizagerwaho ni ukumenya niba ubushakashatsi bwimukira mu musaruro, imirimo sosiyete igenera imiterere yuburemere buremereye, ndetse n’uko ibiciro byo hasi byerekana amafaranga yo gushiraho no kubungabunga. Isosiyete igomba kandi guhitamo niba imiterere yatunganijwe n’ibigo by’abashinwa byemewe kubakiriya bareba cyangwa ikoreshwa neza.

Ikibazo cyihuse ni ukumenya niba ibigo byavuzwe na IT Brew birenze gusuzuma. Gahunda ya SmartBear yo kuyobora, icyitegererezo cya Tanium no gusuzuma imiyoborere, hamwe na Smartsheet ishobora gukoresha sisitemu yuburemere bwibikorwa byoroshye byoroshye byose bisobanurwa nkubushakashatsi. Inkomoko ntabwo itanga amatariki yoherejwe, ingano yo kwakirwa, gupimwa kuzigama, igipimo cyamakosa cyangwa ibimenyetso byerekana ko bumwe mubushakashatsi bwageze kubakiriya bareba.

Guhitamo icyitegererezo bizaba ikindi kimenyetso cyingenzi. Iyi ngingo igaragaza sisitemu y'Ubushinwa nka Z.ai ya GLM-5 na DeepSeek v4 nk'urugero rw'icyitegererezo gikurura inyungu, mu gihe hanavugwa amaturo aremereye yatanzwe n'amasosiyete yo muri Amerika. Ibigo ntibizakenera gusuzuma imikorere gusa, ahubwo binasuzume uruhushya, kuvugurura imikorere, amahugurwa-yerekana amakuru, guhungabanya umutekano, kugenzura cyangwa kubogama no gukoresha amakuru yunvikana. IT Brew itangaza izi mpungenge ariko ntizigenzura.

Hanyuma, reba niba ubukungu buhinduka uko imikoreshereze ikura. Raporo yerekana ko ibigo bishobora kugumana imipaka ihenze yimirimo igoye mugihe yohereje ibyifuzo bisanzwe muri sisitemu zihendutse, bigashyiraho ingamba zitandukanye. Ubwo buryo bushobora kugabanya ibiciro byagereranijwe, ariko birashobora kongera inzira, kugenzura no kugenzura ubuziranenge hejuru. Inkomoko yatanzwe ntabwo yerekana ko moderi yuburemere izagabanya ibintu byose igiciro, kwimura abatanga nyirubwite cyangwa guhinduka mubisanzwe muri AI.

Ibijyanye nuyobora & ibibazo

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