Kumenya uburiganya bwa AI
Uburiganya bwa AI bukoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga, konti, nimyitwarire mugihe nyacyo, mbere yuko amafaranga abura.
Incamake
It's how your bank can approve a legitimate purchase in milliseconds while blocking a stolen-card charge a continent away.
Kwibira cyane
Uburiganya ni gake, burahinduka vuba, kandi buhanganye: abagizi ba nabi bahora bamenyera, bityo amategeko ahamye ('guhagarika amafaranga arenga $ 5,000') ahita ahagarara. Moderi ya AI yiga uburyo busanzwe bwa buri mukiriya no gutandukana kw ibendera, gutsinda amanota yose kubikorwa bishobora kuguruka. Bahuza imyigire ikurikiranwa (yatojwe kuburiganya bwashize) hamwe nubuhanga butagenzuwe bufata gahunda zitigeze ziboneka-mbere. Ibimenyetso birimo umubare, ahantu, igikoresho, igihe, umucuruzi, n'umuvuduko (amafaranga menshi muminota). Imiyoboro yamakarita nka Visa na Mastercard ikoresha amanota ya AI kuri miliyari zicuruzwa, kandi PayPal, Stripe, na banki zirayikoresha kugirango igabanye igihombo. Impagarara nyamukuru ni ukuringaniza gufata uburiganya kubintu byiza bitesha agaciro abakiriya beza.
Ubushishozi
Kuberako uburiganya nyabwo ari agace gato mubikorwa byose, moderi ihura nuburinganire bukabije bwicyiciro, bityo amakipe akoresha tekinike nko gusubiramo, gutanga amanota adasanzwe, hamwe na metrics nka precision / kwibuka na AUC aho kuba ukuri kwukuri. Ibiti byongerewe imbaraga (XGBoost) hamwe nimbonerahamwe igenda ishushanya imiyoboro isanzwe ni ibishushanyo: amakarita ahuza amakarita, ibikoresho, na konti kugirango berekane impeta zuburiganya. Ibiranga bikorerwa hafi yumuvuduko nimyitwarire yimyitwarire, kandi ibyemezo bigomba kugaruka muri milisegonda aho bigurishirizwa.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Ejo hazaza h'uburiganya bwa AI
Kugaragaza uburiganya bigenda byerekanwa muburyo bwo gusesengura ibishushanyo mbonera, kwiga federasiyo isangira ibimenyetso byuburiganya mubigo bitagabanije amakuru yibanze, hamwe na biometrike yimyitwarire nko kwandika no guhanagura. Irimo kandi guhinduka ubwoko bwintwaro za AI-na AI: abagizi ba nabi bakoresha amajwi yimbitse, indangamuntu, hamwe n’inyandiko zakozwe na AI, bityo abunganira umutekano bakubaka ibyuma byerekana ibyuma bya AI hamwe na moderi yo guhuza n'imikorere bigahora bikomeza kugira ngo bijyane n’uburyo bushya bwo gutera.
Gushyira mu bikorwa Isi
Imiyoboro-ikarita yinguzanyo itanga buri swipe muri milisegonda kugirango yemeze cyangwa yange
Amabanki yerekana konti yo gufata konti iyo kwinjira biva mubikoresho bishya nigihugu
PayPal na Stripe ihagarika kwishura gukekwa hamwe nuburiganya bwabagurisha kuri cheque
Abishingizi bakoresha ML kugirango bamenye ibirego cyangwa ibyiciro mbere yo kwishyura
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI mu gutahura uburiganya
Ibibazo bikunze kubazwa
What is AI Fraud Detection?
Uburiganya bwa AI bukoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga, konti, nimyitwarire mugihe nyacyo, mbere yuko amafaranga abura. Nuburyo banki yawe ishobora kwemeza kugura byemewe muri milisegonda mugihe uhagarika ikarita yibwe umugabane kure.
Kuki amategeko ahamye yonyine (urugero, 'guhagarika amafaranga arenga $ 5,000') akenshi bidahagije kuburiganya?
Abatekamutwe bahuza vuba, bityo amategeko ahamye aba ashaje; Moderi ya AI yiga imiterere ihindagurika kandi ihuza na gahunda nshya.
Ni ukubera iki imiyoboro ishushanya ikoreshwa cyane mugushakisha uburiganya?
Igishushanyo gihuza ibice nkamakarita, ibikoresho, na konti, byerekana impeta zihuza impeta zerekana uburyo bumwe bwo kubura.
Ni ikihe kimenyetso ni urugero rw 'umuvuduko' mugukurikirana ibikorwa?
Umuvuduko upima uburyo ibikorwa byihuta bibaho, nko guturika amafaranga muminota, akenshi byerekana uburiganya.