Emotion AI: Shin muna son AI ta fahimci yadda muke ji?

KASHIN HOTO:
Hoton hoto
iStock

Emotion AI: Shin muna son AI ta fahimci yadda muke ji?

Emotion AI: Shin muna son AI ta fahimci yadda muke ji?

Babban taken rubutu
Kamfanoni suna saka hannun jari sosai a fasahar AI don yin amfani da injinan samun damar yin nazarin motsin zuciyar ɗan adam.
    • About the Author:
    • Sunan marubuci
      Quantumrun Haskaka
    • Satumba 6, 2022

    Takaitacciyar fahimta

    Hankalin ɗan adam (AI) yana canza yadda injina ke fahimta da amsa motsin zuciyar ɗan adam a cikin kiwon lafiya, tallace-tallace, da sabis na abokin ciniki. Duk da muhawara kan tushen kimiyya da abubuwan da ke damun sirri, wannan fasaha tana haɓaka cikin sauri, tare da kamfanoni kamar Apple da Amazon sun haɗa ta cikin samfuran su. Girman amfani da shi yana haifar da tambayoyi masu mahimmanci game da keɓantawa, daidaito, da yuwuwar zurfafa son zuciya, yana haifar da buƙatar tsari mai kyau da la'akari da ɗabi'a.

    Halin motsin rai AI

    Tsarin leƙen asiri na wucin gadi suna koyan gane motsin zuciyar ɗan adam da yin amfani da wannan bayanin a sassa daban-daban, daga kiwon lafiya zuwa yaƙin neman zaɓe. Misali, gidajen yanar gizo suna amfani da emoticons don auna yadda masu kallo ke amsa abun cikin su. Koyaya, shine tunanin AI duk abin da yake iƙirarin zama? 

    Emotion AI (wanda kuma aka sani da ƙididdiga mai tasiri ko hankali na tunanin ɗan adam) wani yanki ne na AI wanda ke auna, fahimta, kwaikwaya, da kuma amsa motsin zuciyar ɗan adam. Horon ya samo asali ne tun a 1995 lokacin da farfesa na MIT Media Lab Rosalind Picard ya fitar da littafin "Computing Tasiri." Dangane da MIT Media Lab, motsin rai AI yana ba da damar ƙarin hulɗar yanayi tsakanin mutane da injuna. Emotion AI yayi ƙoƙari ya amsa tambayoyi biyu: menene yanayin tunanin ɗan adam, kuma yaya za su yi? Amsoshin da aka tattara sun yi tasiri sosai yadda injina ke ba da sabis da samfurori.

    Sau da yawa ana musanya hankali na tunanin ɗan adam tare da nazarin tunani, amma sun bambanta a tarin bayanai. Binciken ra'ayi yana mai da hankali kan nazarin harshe, kamar tantance ra'ayoyin mutane game da takamaiman batutuwa daidai da sautin sakonnin kafofin watsa labarun, shafukan yanar gizo, da sharhi. Duk da haka, motsin rai AI yana dogara ne akan ganewar fuska da maganganu don ƙayyade jin dadi. Sauran abubuwan ƙididdiga masu tasiri sune tsarin murya da bayanan ilimin lissafi kamar canje-canje a motsin ido. Wasu ƙwararrun suna ɗaukar nazarin jin daɗi wani yanki na motsin rai AI amma tare da ƙarancin haɗarin sirri.

    Tasiri mai rudani

    A cikin 2019, ƙungiyar masu bincike tsakanin jami'o'i, gami da Jami'ar Arewa maso Gabas a Amurka da Jami'ar Glasgow, sun buga binciken da ke nuna cewa motsin AI ba shi da ingantaccen tushe na kimiyya. Binciken ya nuna cewa ba kome ba idan mutane ko AI suna gudanar da bincike; yana da ƙalubale don yin hasashen daidai yanayin yanayin motsin rai dangane da yanayin fuska. Masu binciken suna jayayya cewa maganganu ba alamun yatsa ba ne waɗanda ke ba da tabbataccen bayani kuma na musamman game da mutum.

    Duk da haka, wasu masana ba su yarda da wannan bincike ba. Wanda ya kafa Hume AI, Alan Cowen, ya bayar da hujjar cewa algorithms na zamani sun ɓullo da bayanan bayanai da samfura waɗanda suka dace daidai da motsin zuciyar ɗan adam. Hume AI, wanda ya tara dala miliyan 5 a cikin tallafin saka hannun jari, yana amfani da bayanan mutane daga Amurka, Afirka, da Asiya don horar da tsarin AI. 

    Sauran 'yan wasa masu tasowa a cikin filin AI mai tausayi sune HireVue, Entropik, Emteq, da Neurodata Labs. Entropik yana amfani da yanayin fuska, kallon ido, sautunan murya, da motsin ƙwaƙwalwa don sanin tasirin yaƙin neman zaɓe. Bankin Rasha yana amfani da Neurodata don nazarin tunanin abokin ciniki lokacin kiran wakilan sabis na abokin ciniki. 

    Ko da Big Tech yana fara yin amfani da yuwuwar tunanin AI. A cikin 2016, Apple ya sayi Emotient, wani kamfani na San Diego yana nazarin yanayin fuska. Alexa, mataimaki na kama-da-wane na Amazon, yana ba da hakuri tare da fayyace martaninsa lokacin da ya gano cewa mai amfani da shi yana takaici. A halin yanzu, kamfanin Microsoft na AI mai gane magana, Nuance, na iya yin nazarin motsin zuciyar direbobi dangane da yanayin fuskar su.

    Abubuwan da ke haifar da motsin rai AI

    Faɗin tasirin motsin rai na AI na iya haɗawa da: 

    • Manyan kamfanoni na fasaha waɗanda ke samun ƙananan kamfanoni waɗanda suka ƙware a AI, musamman a cikin motsin rai, AI, don haɓaka tsarin abin hawa masu cin gashin kansu, yana haifar da aminci da ƙarin hulɗar tausayawa tare da fasinjoji.
    • Cibiyoyin tallafin abokin ciniki suna haɗawa da motsin rai AI don fassarar murya da alamun fuska, wanda ke haifar da ƙarin keɓaɓɓen ƙwarewar warware matsala ga masu amfani.
    • Ƙarin kudade da ke gudana cikin ƙididdiga masu tasiri, haɓaka haɗin gwiwa tsakanin ƙungiyoyin ilimi na duniya da na bincike, don haka haɓaka ci gaba a cikin hulɗar ɗan adam-AI.
    • Gwamnatocin da ke fuskantar buƙatu masu tasowa don ƙirƙirar manufofin da ke tafiyar da tattarawa, adanawa, da aikace-aikacen bayanan fuska da na halitta.
    • Haɗari na zurfafa son zuciya da ke da alaƙa da kabilanci da jinsi saboda aibi ko son rai AI, yana buƙatar tsauraran ƙa'idodi don horar da AI da turawa a cikin jama'a da sassa masu zaman kansu.
    • Haɓaka dogaro da mabukaci akan na'urori da ayyuka masu kunna AI mai motsi, yana haifar da ƙarin fasahar ƙwaƙƙwaran tunani ta zama mai mahimmanci a rayuwar yau da kullun.
    • Cibiyoyin ilimi na iya haɗa motsin rai a cikin dandamali na e-learning, daidaita hanyoyin koyarwa dangane da martanin tunanin ɗalibai don haɓaka ƙwarewar koyo.
    • Masu ba da kiwon lafiya suna amfani da motsin rai AI don ƙarin fahimtar buƙatun haƙuri da motsin rai, haɓaka ganewar asali da sakamakon jiyya.
    • Dabarun tallace-tallace suna tasowa don amfani da motsin rai AI, ƙyale kamfanoni su tsara tallace-tallace da samfurori yadda ya kamata ga yanayin tunanin mutum.
    • Tsarin shari'a na iya ɗaukar motsin rai AI don tantance amincin shaida ko yanayin motsin rai yayin gwaji, haɓaka da'a da daidaito.

    Tambayoyin da za a duba

    • Shin za ku yarda a sami ƙa'idodin AI masu motsi suna bincika yanayin fuskar ku da sautin muryar ku don tsammanin motsin zuciyarku?
    • Menene yiwuwar haɗarin AI mai yuwuwar rashin karanta motsin rai?

    Nassoshi masu hankali

    Shahararrun hanyoyin haɗin gwiwa da cibiyoyi an yi nufin wannan fahimtar:

    Makarantar Gudanarwa ta MIT Sloan Emotion AI, ya bayyana