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Iyo ikimenyetso ari gito, ntacyo dusohora aho gukanda ibiryo.
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Google Itsinda ry’iperereza ry’iterabwoba rivuga ko abanzi bakoresha AI mu kwihutisha ubushakashatsi bw’intege nke, guhunga gutahura, gukora ibikorwa bya porogaramu zangiza no kwibasira porogaramu zitanga porogaramu zikikije sisitemu ya AI.
Verified source: cloud.google.comInyandiko ya arXiv ivuga ko imiterere yururimi ishobora guhishura amakuru yoroheje yashyizwe murwego, nubwo nyuma yo kwanga ibyifuzo bitaziguye. Mu bushakashatsi bwagenzuwe, abanditsi bavuga ko ibitero byo kurwanya imihindagurikire y'ikirere byagaruye amabanga magufi bivuye mu musaruro usanzwe kandi bakuramo nimero yuzuye y'ubwiteganyirize bw'abakozi mu buryo bwo gukora.
Urupapuro rushya rwa arXiv ruzana Thinkingbox, agasanduku k'umusenyi hamwe n'ibipimo byo kugerageza abakozi ba AI kubikorwa byinshi byubucuruzi. Icyitegererezo gikomeye cyageragejwe cyageze kuri 65.36% batsinze amanota @ 1 ariko amanota 25.25% gusa amanota 20, byerekana itandukaniro riri hagati yo gutsinda rimwe na rimwe no kwizerwa.
Inyandiko ya arXiv isuzuma LLM 3 muburyo 11 bwo guhonyora raporo ivuga ko gukusanya ukuri no gutangara bishobora guhisha gutakaza ubumenyi butaringaniye, kwigirira ikizere ku makuru mashya yatakaye, no guhagarika impinduka muburyo bubogamye.
Inyandiko ya arXiv ivuga ko inyandiko-ntaho ihuriye ninyandiko ihora ibogama imvugo yindimi nyinshi mu manza ziboneka, kandi isobanura ingaruka nkimpinduka zifatika zifatika zifatika.
Igicapo cya arXiv cyerekana ubusumbane bugenda bwiyongera hagati yuburemere bwurusobe rwibintu bifite agaciro nkimpamvu ishobora guterwa no guhuza n'imihindagurikire y'ikirere, hanyuma igasaba gukuramo buri gihe izo ndangagaciro mukwiga no gukomeza gushimangira.
Igicapo gishya cya arXiv gitangiza isuzumabumenyi kugirango hamenyekane igihe uturere twihariye duhuza imiterere yicyitegererezo gishobora kurenza uruvange ruhamye. Mu bizamini byasobanuwe nabanditsi, agace gato kanditseho intego-indangarugero ya probe yahanuye inyungu kandi ifasha kwanga koherezwa rimwe ryatanze inshuro zirenga 30 igihombo gihamye.
Inyandiko ya arXiv itanga ibimenyetso byerekana ko Llama 3.1 8B imbere ikurikirana itandukaniro ryambere muburyo bwihariye bwateganijwe. Ubushakashatsi butanga uburyo buteganijwe kuri iyi myitwarire, ariko ingano nubukomezi bwayo ntibisobanutse neza kubitekerezo byatanzwe.
Icapa cyemewe muri MLHC 2026 gisobanura PAFIR, urwego rwo gushimangira-kwiga rwihitiramo impinduka, ibimenyetso byihariye byo kugwa-ibyago biva mubipimo byubuzima butandukanye. Urupapuro ruvuga uburyo bwiza bwo gufata kuruta ibyingenzi, ariko inyandiko yatanzwe nta ngaruka nini cyangwa ibimenyetso byagabanutse.
Inyandiko ya arXiv isobanura DCGCNet, icyitegererezo gihuza kwiyubaka kwa ECG no gutondekanya atrial-fibrillation, kumenyesha AUC hejuru ya 0.98 mubice birindwi byambukiranya imibare no guhangana nubwoko butandukanye bw urusaku.
Igicapo gishya cya arXiv cyerekana PU-HNO, ibyiciro bitatu byo guhanura amakarita arambuye ya radio yo mu nzu uhereye kumashusho yo hasi-kwizerwa hamwe namakuru yerekanwe. Abanditsi bavuga ko hari byinshi byahinduwe muburyo butandukanye, ariko inyandiko yatanzwe ntabwo itanga ibisubizo byumubare cyangwa ibimenyetso byerekana ko isi yoherejwe.
Inyandiko ya arXiv itangiza Tianmu-TC, uburyo bwo gutanga amakuru ku mahugurwa yatojwe ku makuru y’iburengerazuba bwa pasifika y’amajyaruguru abanditsi bayo bavuga ko buteza imbere iteganyagihe ry’ibihe byo mu turere dushyuha mu nyanja yo ku isi mu gihe hakoreshejwe imibare mike.
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