Misalai da Nazari na Hankali na Artificial a cikin Tsaftace Abu

1. Ganewar Hankali da Ingantawa a cikin sarrafa Ma'adinai‌

A fannin tsarkake tama, wani kamfanin sarrafa ma'adinai ya gabatar da wani abutsarin gane hoto mai zurfi na tushen koyodon nazarin ma'adinai a ainihin lokacin. Algorithms na AI daidai suna gano halayen tama (misali, girma, siffa, launi) don rarrabewa da kuma tantance tama mai daraja da sauri. Wannan tsarin ya rage yawan kuskuren rarrabuwar kawuna na gargajiya daga kashi 15% zuwa 3%, yayin da yake haɓaka ingancin sarrafawa da kashi 50%.
"Nazari‌: Ta hanyar maye gurbin ƙwarewar ɗan adam tare da fasahar gane gani, AI ba wai rage farashin aiki bane kawai amma yana haɓaka tsaftar ɗanyen abu, yana kafa tushe mai ƙarfi don matakan tsarkakewa na gaba.

2. Ikon Ma'auni a cikin Samfuran Kayan Aikin Semiconductor‌

Intel yana amfani da kayan aikiTsarin kulawa da AI-korea cikin samar da wafer semiconductor don saka idanu masu mahimmancin sigogi (misali, zazzabi, kwararar iskar gas) a cikin matakai kamar shigar da tururin sinadarai (CVD). Samfuran koyan inji suna daidaita haɗin gwargwado, rage ƙarancin ƙazanta da kashi 22% da haɓaka yawan amfanin ƙasa da kashi 18%.
"Nazari‌: AI yana ɗaukar alaƙar da ba ta layi ba a cikin hadaddun matakai ta hanyar ƙirar bayanai, inganta yanayin tsarkakewa don rage ƙazanta da haɓaka tsaftar kayan ƙarshe.

3. Dubawa da Tabbatar da Electrolytes Batirin Lithium

Microsoft ya ha] a hannu da Cibiyar Nazarin Kasa ta Pacific Northwest National Laboratory (PNNL) don amfaniAI modelZa a tantance kayan yan takara miliyan 32, inda za a tantance ma’aunin wutar lantarki N2116. Wannan kayan yana rage amfani da ƙarfe na lithium da kashi 70%, yana rage haɗarin aminci da ke haifar da sake kunnawar lithium yayin tsarkakewa. AI ta kammala gwajin a cikin makonni-aikin da a al'ada ya buƙaci shekaru 20.
"Nazari‌: Aiwatar da babban aikin ƙididdige ƙididdiga na AI yana haɓaka gano kayan tsabta mai tsabta yayin da sauƙaƙe buƙatun tsarkakewa ta hanyar haɓaka haɓakawa, daidaita inganci da aminci.

Fahimtar Fasaha gama gari

• "Ƙaddamar da Ƙaddamar da Bayanai‌: AI yana haɗa bayanan gwaji da kwaikwaiyo don taswirar alaƙa tsakanin kayan abu da sakamakon tsarkakewa, yana rage ƙaƙƙarfan zagayowar gwaji-da-kuskure.
• "Inganta Yawan Sikeli: Daga shirye-shiryen matakan atomic (misali, N2116 nunawa ⁶ ) zuwa matakan tsari na macro (misali, masana'antar semiconductor ⁵ ), AI yana ba da damar haɗin kai.
• "Tasirin Tattalin Arziki‌: Waɗannan shari'o'in suna nuna raguwar farashi na 20-40% ta hanyar ingantaccen riba ko rage sharar gida.

Waɗannan misalan suna kwatanta yadda AI ke sake fasalin fasahohin tsarkakewa na kayan a cikin matakai da yawa: sarrafa albarkatun ƙasa, sarrafa tsari, da ƙirar sassa.