Nyɔnu maɖifɔ si wode gaxɔ me esi wozã AI ƒe mo ƒe dzesidenu tsɔ de dzesii vodadatɔe vɔ megbe

Amegbetɔ ƒe Gazazã le Algorithm si Mesɔ O Ŋu

Tsɔe ɖa be wolé wò, wotsɔ nya ɖe ŋuwò, eye wode wò gaxɔ me ɖe nuvlowɔwɔ si mèwɔ o ta, si wotu ɖe vodada si ŋu kakaɖedzi le si le algorithm aɖe me dzi. Esia menye nyakpakpa si me susu mele o, ke boŋ enye nu ŋutɔŋutɔ na ame ɖekaɖekawo abe Porcha Woodruff, nyɔnu funɔ aɖe si le Detroit si wolé madzemadzee ɖe ʋufifi kple adzodada ta le modzakaɖeɖe si me vodada le megbe. Eƒe nya la te gbe ɖe madzɔmadzɔnyenye ƒe liƒo yeye dziŋɔ aɖe dzi: ame maɖifɔ siwo wotsɔ mɔ̃ɖaŋununya si wotsɔ dea dzesi mo si ŋu AI-ŋusẽ de dzesii le mɔ gbegblẽ nu la dede gaxɔ me. Esi asitsalawo le du dzi be yewoaxɔ AI le nusianu me tso dedienɔnɔ dzi va ɖo asisiwo subɔsubɔ dzi la, ŋutinya siawo nyea nuxlɔ̃ame vevi aɖe. Wote gbe ɖe alesi wòhiã vevie be woawɔ ɖoɖo sesẽ siwo me amegbetɔ ƒe susu nɔa nu ŋu le hena kpeɖodzinana kple nuŋlɔɖiwo wɔwɔ dzi—gɔmeɖose siwo nye asitsatsa ƒe dɔwɔɖoɖo si me agbanɔamedzi le ƒe taɖodzinu. Ele be AI ƒe ŋugbedodo nada asɔ kple ametakpɔnu siwo meʋãna o na amegbetɔ ƒe bubu kple nyateƒetoto.

Alesi Glitch Va zua Vodada si Trɔa Agbe

Zi geɖe la, nusi hea ameléle madzemadzee dzea egɔme tso nɔnɔmetata si ƒe nyonyome mede o dzi, ɖewohĩ tso ŋkuléleɖenuŋu video si me nukuwo le alo fotoɖemɔ̃ si le didiƒe. AI-mɔ̃ aɖe léa ŋku ɖe nɔnɔmetata sia ŋu le fotowo ƒe nyatakakadzraɖoƒe, eye wòɖea nɔnɔmetatawo tso ʋukugbalẽvi alo mugshot nudzraɖoƒewo enuenu. Algorithm la "dea dzesi" ame le amegbetɔ ƒe gɔmesese nu o; ebua akɔnta le nusiwo ate ŋu adzɔ be woasɔ kple wo nɔewo ŋu le mo ƒe nɔnɔme nu. Le nyaƒoɖeamenu me la, kpovitɔwo ate ŋu abu "kplɔla" si me kakaɖedzi mele o si tso AI gbɔ be enye nusi ate ŋu atsoe, si ana nudzɔdzɔ wɔnublanui aɖe nadze egɔme. Emegbe wotsɔa amea, abe Woodruff ene, dea fli aɖe si wotu ɖe ƒoƒo sia si me vodada le dzi, afisi ɖasefowo, siwo ɖoa ŋu ɖe ɖoɖo si AI kplɔ ƒe aɖaŋuɖoɖo ŋu, ate ŋu aɖo kpe vodadaa dzi le. Nusi dona tso emee nye kpododonu gã aɖe si me mɔ̃ɖaŋununya doa ŋusẽ amegbetɔ ƒe akpaɖekedzimademade le esi teƒe be wòaɖe edzi akpɔtɔ.

ƒe nyawo "Menɔ vɔvɔ̃m... Ŋu kpem, vɔvɔ̃ ɖom. Mebu nye vidzĩwo, nye ƒomea, nye dɔ ŋu. Esia trɔ alesi mekpɔa agbee." — Porcha Woodruff, si wolé madzemadzee le AI ƒe mo ƒe dzesidede ta.

Asitsatsa ƒe Vevienyenye na Nyateƒetoto Kple Fɔmaɖimaɖi

Togbɔ be sedzikpɔlawo ƒe mo ƒe dzedzeme zazã hea afɔku gãwo vɛ hã la, nusɔsrɔ̃ si le ete la le vevie na habɔbɔwo katã: nyatakakawo ƒe blibonyenyee nye nu vevitɔ kekeake. Asitsaha mate ŋu awɔ dɔ ne eƒe ɖoɖo veviwo he alakpanya nyui siwo gblẽa nu le amewo ŋu vɛ o. Eɖanye asisi aɖe nyanya vodadatɔe le ametafatafa ta, dɔwɔla ƒe nyatakaka aɖe ƒe aflaga tsɔtsɔ de dzesii vodadatɔe, alo nya veviwo ƒe faɛlwo ƒe bu o, nyatakakawo ƒe dɔwɔwɔ siwo ŋu kakaɖedzi mele o hea nusiwo gblẽ le xexeame ŋutɔŋutɔ, kakaɖedzi si bu, kple dɔwɔnawo ƒe zitɔtɔ vɛ. Afi siae xexemenunya si le megbe na modular business OS abe Mewayz ene va zua nu vevi aɖe le. Wotu Mewayz ɖe gɔmeɖose si nye be woatsɔ nyatakaka siwo ŋu woɖo kpee, siwo de pɛpɛpɛ la aƒo ƒu ɖe dɔwɔwɔ ƒe ɖoɖowo me, akpɔ egbɔ be wowɔ nyametsotsowo tso nyateƒetsoƒe ɖeka dzi. Le xexe si me AI dɔwɔnuwo le ƒoƒom ɖekae geɖe wu me la, ele be wò dɔwɔwɔwo ƒe megbeƒu nanye ɖoɖo si wowɔ na nyateƒetoto kple agbalẽdzikpɔkpɔ, si axe mɔ na akɔntabubu ƒe akɔntabubuwo be woagazu nuwɔna siwo womate ŋu atrɔ o.

Xɔtuɖoɖowo kple Amegbetɔwo le Loop me

Egbɔkpɔnua menye be woagblẽ mɔ̃ɖaŋununya ɖi o, ke boŋ be woawɔ ɖoɖo siwo ana amegbetɔwo nakpɔ ŋusẽ ɖe nyametsotso veviwo dzi sesĩe. Ele be AI nanye dɔwɔnu si woatsɔ adzi nuwo ɖe edzi, ke menye be woatsɔ ʋɔnudɔdrɔ̃ awɔ le wo ɖokui si o. Ele be asitsatsa ŋuti mɔ̃ɖaŋununya nyui nawɔ ɖe ɖoɖo siwo me kɔ dzi hena kpeɖodzinana. Le kpɔɖeŋu me, ele be nuxlɔ̃ame ɖesiaɖe si woawɔ le wo ɖokui si naʋã dɔwɔwɔ ƒe ɖoɖo si woɖe fia si abia be amegbetɔ nalé ŋku ɖe eŋu eye wòatsɔ nyatakaka bubuwo asɔ kple wo nɔewo hafi awɔ afɔɖeɖe. Nuƒolanɔƒe abe Mewayz ene naa esia nɔa bɔbɔe to mɔɖeɖe na asitsalawo be woawɔ dɔwɔwɔ ƒe ɖoɖo siwo me kuxi aɖeke mele o afisi nyatakaka teƒe siwo AI wɔ nye nyawo tsɔtsɔ de eme ɖeka ko le geɖe dome, wo katã woate ŋu akpɔ eye woate ŋu akpɔ wo dzi le dashboard ɖeka me. "Amegbetɔ-le-loop" mɔnu sia nye agbenyuinɔnɔ kple dɔwɔwɔ ƒe dzidzenu si ŋu womate ŋu awɔ ɖoɖo ɖo o, si kpɔa egbɔ be wobu akɔnta eye wòxea mɔ na automated cascade ƒomevi si gblẽa agbenɔnɔ.

Takpɔkpɔ vevi siwo wòle be habɔbɔ ɖesiaɖe nawɔ dometɔ aɖewoe nye:

ƒe nyawo
• Amegbetɔ ƒe Totoɖeme si Wobia: Womaɖe mɔ gbeɖe be woawɔ nyametsotso siwo wowɔna le wo ɖokui si bliboe siwo akpɔ ŋusẽ ɖe amewo ƒe gomenɔamesiwo alo dedienɔnɔ dzi o.
• Akɔntabubu si me kɔ: Ɣeyiɣi kple alesi wozãa AI dɔwɔnuwoe ƒe nuŋlɔɖi siwo me kɔ nyuie, kple nyatakaka siwo na nyanya nyametsotso aɖe.
• Bias Testing and Validation: Wole akɔntabubuwo me tom edziedzi hena emetsonu siwo to vovo le amewo ƒe xexlẽme vovovowo me.
• Nyatakaka ƒe Nɔnɔme Siwo Wotsɔ Wɔ Ðekae: Dɔwɔɖoɖo siwo ɖea mɔ be woatsɔ AI ƒe emetsonu ɖesiaɖe awɔ ɖeka kple asisi bubuwo alo nya ŋutinyawo enumake zazã.

Nyataƒoƒo: Yɔyɔ na Ðekawɔwɔ si me Agbanɔamedzi le

Ame maɖifɔwo dede gaxɔ me madzemadzee nye nutsotso sesẽtɔ kekeake si woate ŋu atsɔ ɖe mɔ̃ɖaŋununya si womewɔ nyuie o ŋu. Edoa ɣli be duƒuƒu kple nuwo wɔwɔ le wo ɖokui si mate ŋu aɖu nuwɔwɔ pɛpɛpɛ kple dzɔdzɔenyenye dzi o. Le asitsalawo gome la, togbɔ be nusiwo le eme to vovo le woƒe lolome gome hã la, gɔmeɖose ɖeka ma ke mee wotso: kakaɖeamedzie nye wò nunɔamesi vevitɔ kekeake. Mɔ̃ɖaŋununya sẽŋuwo tsɔtsɔ ƒo ƒui bia ɖokuitsɔtsɔna si ŋu ŋusẽ le wu gɔ̃ hã ɖe dɔwɔwɔ siwo ŋu kakaɖedzi le ŋu. To dɔwɔwɔ ƒe ɖoɖowo tiatia kple wo wɔwɔ me—eɖanye asisiwo dzi kpɔkpɔ, dɔwo, alo sedziwɔwɔ o—siwo tsɔa nyatakaka siwo ŋu woate ŋu aɖo kpee, dɔwɔwɔ ƒe ɖoɖo siwo me kɔ, kple amegbetɔwo ƒe dzikpɔkpɔ ɖoa ​​nɔƒe gbãtɔ la, dɔwɔƒewo ate ŋu awɔ nu yeyewo ŋudɔ le agbanɔamedzi me. Taɖodzinuae nye be woatu asitsaƒe aɖe ɖo, abe ɖoɖo si Mewayz na ene, afisi mɔ̃ɖaŋununya subɔa amewo le kakaɖedzi kple agbenyuinɔnɔ nu, akpɔ egbɔ be dɔwɔwɔ nyuie meva le fɔmaɖimaɖi ƒe asixɔxɔ me gbeɖe o.

Nyabiase Siwo Wobiana Enuenu

Amegbetɔ ƒe Gazazã le Algorithm si Mesɔ O Ŋu

Tsɔe ɖa be wolé wò, wotsɔ nya ɖe ŋuwò, eye wode wò gaxɔ me ɖe nuvlowɔwɔ si mèwɔ o ta, si wotu ɖe vodada si ŋu kakaɖedzi le si le algorithm aɖe me dzi. Esia menye nyakpakpa si me susu mele o, ke boŋ enye nu ŋutɔŋutɔ na ame ɖekaɖekawo abe Porcha Woodruff, nyɔnu funɔ aɖe si le Detroit si wolé madzemadzee ɖe ʋufifi kple adzodada ta le modzakaɖeɖe si me vodada le megbe. Eƒe nya la te gbe ɖe madzɔmadzɔnyenye ƒe liƒo yeye dziŋɔ aɖe dzi: ame maɖifɔ siwo wotsɔ mɔ̃ɖaŋununya si wotsɔ dea dzesi mo si ŋu AI-ŋusẽ de dzesii le mɔ gbegblẽ nu la dede gaxɔ me. Esi asitsalawo le du dzi be yewoaxɔ AI le nusianu me tso dedienɔnɔ dzi va ɖo asisiwo subɔsubɔ dzi la, ŋutinya siawo nyea nuxlɔ̃ame vevi aɖe. Wote gbe ɖe alesi wòhiã vevie be woawɔ ɖoɖo sesẽ siwo me amegbetɔ ƒe susu nɔa nu ŋu le hena kpeɖodzinana kple nuŋlɔɖiwo wɔwɔ dzi—gɔmeɖose siwo nye asitsatsa ƒe dɔwɔɖoɖo si me agbanɔamedzi le ƒe taɖodzinu. Ele be AI ƒe ŋugbedodo nada asɔ kple ametakpɔnu siwo meʋãna o na amegbetɔ ƒe bubu kple nyateƒetoto.

Alesi Glitch Va zua Vodada si Trɔa Agbe

Zi geɖe la, nusi hea ameléle madzemadzee dzea egɔme tso nɔnɔmetata si ƒe nyonyome mede o dzi, ɖewohĩ tso ŋkuléleɖenuŋu video si me nukuwo le alo fotoɖemɔ̃ si le didiƒe. AI-mɔ̃ aɖe léa ŋku ɖe nɔnɔmetata sia ŋu le fotowo ƒe nyatakakadzraɖoƒe, eye wòɖea nɔnɔmetatawo tso ʋukugbalẽvi alo mugshot nudzraɖoƒewo enuenu. Algorithm la "dea dzesi" ame le amegbetɔ ƒe gɔmesese nu o; ebua akɔnta le nusiwo ate ŋu adzɔ be woasɔ kple wo nɔewo ŋu le mo ƒe nɔnɔme nu. Le nyaƒoɖeamenu me la, kpovitɔwo ate ŋu abu "kplɔla" si me kakaɖedzi mele o si tso AI gbɔ be enye nusi ate ŋu atsoe, si ana nudzɔdzɔ wɔnublanui aɖe nadze egɔme. Emegbe wotsɔa amea, abe Woodruff ene, dea fli aɖe si wotu ɖe ƒoƒo sia si me vodada le dzi, afisi ɖasefowo, siwo ɖoa ŋu ɖe ɖoɖo si AI kplɔ ƒe aɖaŋuɖoɖo ŋu, ate ŋu aɖo kpe vodadaa dzi le. Nusi dona tso emee nye kpododonu gã aɖe si me mɔ̃ɖaŋununya doa ŋusẽ amegbetɔ ƒe akpaɖekedzimademade le esi teƒe be wòaɖe edzi akpɔtɔ.

Asitsatsa ƒe Vevienyenye na Nyateƒetoto Kple Fɔmaɖimaɖi

Togbɔ be sedzikpɔlawo ƒe mo ƒe dzedzeme zazã hea afɔku gãwo vɛ hã la, nusɔsrɔ̃ si le ete la le vevie na habɔbɔwo katã: nyatakakawo ƒe blibonyenyee nye nu vevitɔ kekeake. Asitsaha mate ŋu awɔ dɔ ne eƒe ɖoɖo veviwo he alakpanya nyui siwo gblẽa nu le amewo ŋu vɛ o. Eɖanye asisi aɖe nyanya vodadatɔe le ametafatafa ta, dɔwɔla ƒe nyatakaka aɖe ƒe aflaga tsɔtsɔ de dzesii vodadatɔe, alo nya veviwo ƒe faɛlwo ƒe bu o, nyatakakawo ƒe dɔwɔwɔ siwo ŋu kakaɖedzi mele o hea nusiwo gblẽ le xexeame ŋutɔŋutɔ, kakaɖedzi si bu, kple dɔwɔnawo ƒe zitɔtɔ vɛ. Afi siae xexemenunya si le megbe na modular business OS abe Mewayz ene va zua nu vevi aɖe le. Wotu Mewayz ɖe gɔmeɖose si nye be woatsɔ nyatakaka siwo ŋu woɖo kpee, siwo de pɛpɛpɛ la aƒo ƒu ɖe dɔwɔwɔ ƒe ɖoɖowo me, akpɔ egbɔ be wowɔ nyametsotsowo tso nyateƒetsoƒe ɖeka dzi. Le xexe si me AI dɔwɔnuwo le ƒoƒom ɖekae geɖe wu me la, ele be wò dɔwɔwɔwo ƒe megbeƒu nanye ɖoɖo si wowɔ na nyateƒetoto kple agbalẽdzikpɔkpɔ, si axe mɔ na akɔntabubu ƒe akɔntabubuwo be woagazu nuwɔna siwo womate ŋu atrɔ o.

Xɔtuɖoɖowo kple Amegbetɔwo le Loop me

Egbɔkpɔnua menye be woagblẽ mɔ̃ɖaŋununya ɖi o, ke boŋ be woawɔ ɖoɖo siwo ana amegbetɔwo nakpɔ ŋusẽ ɖe nyametsotso veviwo dzi sesĩe. Ele be AI nanye dɔwɔnu si woatsɔ adzi nuwo ɖe edzi, ke menye be woatsɔ ʋɔnudɔdrɔ̃ awɔ le wo ɖokui si o. Ele be asitsatsa ŋuti mɔ̃ɖaŋununya nyui nawɔ ɖe ɖoɖo siwo me kɔ dzi hena kpeɖodzinana. Le kpɔɖeŋu me, ele be nuxlɔ̃ame ɖesiaɖe si woawɔ le wo ɖokui si naʋã dɔwɔwɔ ƒe ɖoɖo si woɖe fia si abia be amegbetɔ nalé ŋku ɖe eŋu eye wòatsɔ nyatakaka bubuwo asɔ kple wo nɔewo hafi awɔ afɔɖeɖe. Nuƒolanɔƒe abe Mewayz ene naa esia nɔa bɔbɔe to mɔɖeɖe na asitsalawo be woawɔ dɔwɔwɔ ƒe ɖoɖo siwo me kuxi aɖeke mele o afisi nyatakaka teƒe siwo AI wɔ nye nyawo tsɔtsɔ de eme ɖeka ko le geɖe dome, wo katã woate ŋu akpɔ eye woate ŋu akpɔ wo dzi le dashboard ɖeka me. "Amegbetɔ-le-loop" mɔnu sia nye agbenyuinɔnɔ kple dɔwɔwɔ ƒe dzidzenu si ŋu womate ŋu awɔ ɖoɖo ɖo o, si kpɔa egbɔ be wobu akɔnta eye wòxea mɔ na automated cascade ƒomevi si gblẽa agbenɔnɔ.

Nyataƒoƒo: Yɔyɔ na Ðekawɔwɔ si me Agbanɔamedzi le

Ame maɖifɔwo dede gaxɔ me madzemadzee nye nutsotso sesẽtɔ kekeake si woate ŋu atsɔ ɖe mɔ̃ɖaŋununya si womewɔ nyuie o ŋu. Edoa ɣli be duƒuƒu kple nuwo wɔwɔ le wo ɖokui si mate ŋu aɖu nuwɔwɔ pɛpɛpɛ kple dzɔdzɔenyenye dzi o. Le asitsalawo gome la, togbɔ be nusiwo le eme to vovo le woƒe lolome gome hã la, gɔmeɖose ɖeka ma ke mee wotso: kakaɖeamedzie nye wò nunɔamesi vevitɔ kekeake. Mɔ̃ɖaŋununya sẽŋuwo tsɔtsɔ ƒo ƒui bia ɖokuitsɔtsɔna si ŋu ŋusẽ le wu gɔ̃ hã ɖe dɔwɔwɔ siwo ŋu kakaɖedzi le ŋu. To dɔwɔwɔ ƒe ɖoɖowo tiatia kple wo wɔwɔ me—eɖanye asisiwo dzi kpɔkpɔ, dɔwo, alo sedziwɔwɔ o—siwo tsɔa nyatakaka siwo ŋu woate ŋu aɖo kpee, dɔwɔwɔ ƒe ɖoɖo siwo me kɔ, kple amegbetɔwo ƒe dzikpɔkpɔ ɖoa ​​nɔƒe gbãtɔ la, dɔwɔƒewo ate ŋu awɔ nu yeyewo ŋudɔ le agbanɔamedzi me. Taɖodzinuae nye be woatu asitsaƒe aɖe ɖo, abe ɖoɖo si Mewayz na ene, afisi mɔ̃ɖaŋununya subɔa amewo le kakaɖedzi kple agbenyuinɔnɔ nu, akpɔ egbɔ be dɔwɔwɔ nyuie meva le fɔmaɖimaɖi ƒe asixɔxɔ me gbeɖe o.