Muna buƙatar 'Dakatar, Drop, da Roll' PSA don shekarun AI
Tare da gaskiyar gani ta ruguje har abada kuma ba ta da ikon sarrafa kai ta masana'antar fasaha, lokaci yayi da za a ilimantar da mutane, mai wahala. "Mun dafa."
Mewayz Team
Editorial Team
Tuni Wuta tana ci - Kuma Mafi yawan Mutane Ba sa Kamshin Hayaki
A cikin 1971, {asar Amirka ta ƙaddamar da ɗaya daga cikin nasarar yakin kare lafiyar jama'a a tarihi. "Tsaya, Drop, and Roll" ya zama mai zurfi a cikin wayewar ƙasa wanda ɗan shekara biyar zai iya karanta shi. Haskakawa ba a cikin hadaddun ba - a cikin sauki ne. Kalmomi guda uku. Reflex ɗaya. Miliyoyin rayuka da yuwuwar ceto. Yanzu fiye da shekaru hamsin bayan haka, muna fuskantar wata irin wuta ta daban. Abubuwan da aka samar da AI - zurfin karya, muryoyin roba, takaddun ƙirƙira, da “gaskiyar gaskiya” - yana yaduwa cikin sauri fiye da kowace wutar daji, kuma mafi yawan mutane ba su da ilham yadda za su amsa. Babu reflex guda uku don lokacin da mahaifiyarku ta kira ku kuna kuka saboda ta ga bidiyon ku na fadin wani abu da ba ku fada ba. Babu darasi-makaranta don gano daftarin damfara da AI ya yi wanda ya yi nazarin tsarin imel ɗin mai siyar ku. Muna bukatar daya. Gaggawa. Masana'antar fasaha ta nuna, tare da daidaito a cikin shekaru ashirin da suka gabata, cewa ba za ta daidaita kanta ba. Daga matsalar lafiyar kwakwalwar kafofin watsa labarun zuwa tsattsauran ra'ayi na algorithmic zuwa fashewar kafofin watsa labaru na zamani, ƙirar iri ɗaya ce: tura farko, a nemi afuwa daga baya, harabar adawa da ƙa'ida koyaushe. A cikin 2024 kadai, zamba mai zurfi ya jawo asarar 'yan kasuwa kimanin dala biliyan 12.3 a duniya, a cewar rahoton laifukan kudi na Deloitte. Ta wasu hasashe, adadin zai iya ninka sau uku nan da 2027. Wutar tana nan. Tambayar ba ita ce ko muna buƙatar yaƙin neman zaɓe na ilimantar da jama'a ba - shi ya sa ba mu riga da shi ba.Gaskiyar Gani Ta Mutu. Tunani Mai Mahimmanci Mai Dorewa.
Domin dukan tarihin daukar hoto da bidiyo - kusan shekaru 180 - mutane suna aiki a ƙarƙashin zato mai sauƙi: gani shine gaskatawa. Hoton shaida ne. Bidiyo ya zama hujja. Wannan zato yanzu aikin ya ƙare. Kayan aikin AI na Generative na iya samar da hotunan hoto na abubuwan da ba su taɓa faruwa ba, bidiyo na mutane suna faɗin abubuwan da ba su taɓa faɗi ba, da kuma sautin da ba a iya bambanta shi da ainihin abin zuwa kunnen ɗan adam. A cikin binciken da aka sarrafa, mahalarta sun gano daidai fuskokin AI da aka samar kawai48% na lokacin- mafi muni fiye da juzu'in tsabar kudi.Wannan ba matsala ce ta gaba ba. Matsala ce yanzu. A cikin 2024, wani ma'aikacin kuɗi a Hong Kong ya aika da$ 25 miliyanbayan kiran bidiyo tare da abin da ya zama CFO na kamfaninsa - sai dai duk mutumin da ke wannan kiran ya kasance na karya ne. Kamfen na siyasa a kowace nahiya sun yi amfani da kafofin watsa labaru na roba don lalata abokan hamayya. Zamba na soyayya ta hanyar amfani da mutanen da aka samar da AI sun haura sama da 300% tun daga 2022. Kayayyakin aminci da suka haɗa al'umma - "Na gan shi da idona" - an rushe shi cikin nutsuwa, kuma yawancin mutane ba su lura ba tukuna saboda tarkacen ginin har yanzu yana kama da ginin.
Abin da muke buƙata ba fasaha ba ne - aƙalla ba da farko ba. Kayan aikin ganowa koyaushe za su kasance a baya kayan aikin tsara; yanayin tseren makamai ke nan. Abin da muke bukata shi ne aainihin sauyi a cikin dabi'un ɗan adam, kamar yadda "Tsaya, Drop, and Roll" ya canza tsohuwar amsa zuwa kasancewa cikin wuta daga "firgita da gudu" zuwa takamaiman aikin da za a iya koyarwa.Tsarin Mataki na Uku: Dakata, Tushen, Tabbatarwa
Idan muna gina AI-shekarun daidai da "Tsaya, Drop, and Roll," tsarin yana buƙatar zama mai sauƙi kuma kamar yadda na duniya. Anan ga mafarin da masu bincike, malamai, da masu ba da shawara kan ilimin dijital suka fara haɗa kai:- Dakata Abubuwan ɓoyayyiyar AI an ƙirƙira su ne musamman don ƙetare kwakwalwar ku ta hankali kuma ta fara fara bugun tsarin ku. Dakatawar ita ce katsewar wuta.
- Source. Tambayi daga ina wannan abun cikin ya fito. Ba wanene ya raba ta ba - waye ya halitta? Shin za ku iya gano ta zuwa ga tabbataccen asali, abin ƙidayawa? Idan hanyar ta yi sanyi bayan dannawa biyu, wannan alama ce ja, ba mataccen ƙarshen ba.
- Tabbatar.Gabatar da aƙalla tushe mai zaman kansa kafin gaskatawa, rabawa, ko aiki da abun ciki. Don hotuna da bidiyo, yi amfani da binciken baya na hoto. Don da'awar, bincika kafaffen bayanan duba gaskiya. Don sadarwar kasuwanci, tabbatar ta hanyar keɓanta, tashar da aka riga aka kafa.
Wannan ba kimiyyar roka ba ce. Ba ma ilimin kwamfuta ba ne. Tsarin tunani iri ɗaya ne wanda ma'aikatan ɗakin karatu ke koyarwa shekaru da yawa, an matsa su cikin madauki na reflex wanda za'a iya koya wa ɗan shekara goma sha biyu. Kalubalen ba ƙirƙira tsarin ba - yana tura shi a ma'auni da saurin da ya dace da barazanar.
Me yasa Kasuwancin Yafi Bayyana - Kuma Mafi ƙarancin Shirye
Duk da yake maganganun jama'a game da bayanan karya na AI sun fi mayar da hankali kan zabuka da zurfafa zurfafan ƙwararrun mashahuran, barnar kuɗi da sauri tana faruwa a cikin ayyukan kasuwanci. Zamban daftari, kwaikwaiyon Shugaba, sadarwar dillalai na roba, da kuma AI-ƙirƙirar phishing sun ƙirƙiri sabon nau'in haɗarin kasuwanci wanda galibin kamfanoni ba su ma fara magance su ba. Wani bincike na PwC na 2025 ya gano cewa67% na kasuwancin tsakiyar kasuwa ba su da wata ƙa’ida ta ƙa’ida don tabbatar da sahihancin sadarwar dijital daga abokan tarayya ko dillalai.Rashin lafiyar tsari ne. Kasuwancin zamani suna gudana akan amana na dijital - imel, kiran bidiyo, PDFs da aka sanya hannu, hanyoyin biyan kuɗi. Kowane ɗayan waɗannan tashoshi yanzu ana iya yin bogi mai gamsarwa. Karamin mai kasuwanci wanda ya karɓi daftari wanda yayi daidai da daidaitaccen tsarin mai siyar, yana nunin lambar aikin daidai, kuma ya zo daga yankin da ke da hali ɗaya daga ainihin wanda kusan ba shi da damar kama shi ba tare da tsarin aiki ba. Ba a taɓa tsara idon ɗan adam don wannan yanayin barazanar ba.
A nan ne kayan aikin da ake aiki suka zama shingen tsaro. Platforms kamarMewayzwanda ke daidaita ayyukan kasuwanci - lissafin kuɗi, CRM, gudanarwar dillalai, sadarwar ƙungiya - a cikin tsarin ingantaccen tsari guda ɗaya ya haifar da wani abu wanda rarrabuwar kayan aiki ba zai iya ba:tushen gaskiya guda ɗaya. Lokacin da daftarin ku, bayanan abokin ciniki, kwangiloli, da ayyukan biyan kuɗi duk suna rayuwa a cikin tabbataccen yanayi tare da hanyoyin tantancewa da ikon samun dama a cikin haɗe-haɗen kayayyaki guda 207, farfajiyar harin don zamba na roba yana raguwa sosai. Ba ku aminta da imel ɗin da ya yi kama da daidai ba - kuna dogara ga tsarin da ciniki ko dai ya kasance a cikin ingantattun bututun ku ko kuma babu shi.
Ilimi Ba Zai Iya Jira Doka ba
Gwamnatoci suna tafiya kan tsarin AI, amma cikin saurin gwamnati. Dokar EU AI, mafi ƙayyadaddun tsarin har zuwa yau, ba za ta kasance da cikakken aiwatar da shi ba har sai 2027. A Amurka, dokokin AI na tarayya sun kasance cikin rarrabuwar kawuna a cikin shawarwari masu gasa ba tare da bayyanan lokaci ba. Ka'idojin zurfafa zurfafa na kasar Sin, yayin da suke da tsauraran matakai kan takarda, suna fuskantar kalubalen tilastawa wadanda suka yi kama da kowane kokarin daidaita abun ciki a tarihin kasar. A halin yanzu, ana fitar da sabbin kayan aikin AI na yau da kullun mako-mako, kowannensu ya fi iya aiki kuma ya fi na ƙarshe.Ba za mu iya jiran gwamnatoci su yi aikin dam ba yayin da ambaliyar ta mamaye dakunanmu. Ilimin karatun AI na jama'a yana buƙatar farawa yanzu - a makarantu, wuraren aiki, cibiyoyin al'umma, da i, a cikin tsarin PSA iri ɗaya wanda ya koya wa tsararraki su ɗaure su ce a'a ga kwayoyi. Ana auna tsadar jinkiri a cikin biliyoyin daloli da aka sace, da magudin zaɓe, rugujewar dangantaka, da rugujewar gaskiyar da babu wata doka da za ta iya juyawa da zarar ta tafi.
💡 DID YOU KNOW?
Mewayz replaces 8+ business tools in one platform
CRM · Invoicing · HR · Projects · Booking · eCommerce · POS · Analytics. Free forever plan available.
Start Free →
An riga an fara aiwatar da shirye-shirye masu ban sha'awa da yawa. Ana sabunta manhajar karatun kafofin watsa labarai na Finland, wanda aka haɗa cikin makarantu tun daga 2014, don haɗa da takamaiman kayayyaki na AI. Aikin Karatun Labarai a Amurka ya kai sama da mutane miliyan 42 da horon tantancewa. Ƙungiyoyi kamar Haɗin kai akan AI suna haɓaka shirye-shiryen takaddun shaida don kasuwanci. Amma waɗannan ƙoƙarce-ƙoƙarce sun kasance rarrabuwa, ba a samun kuɗaɗe, kuma babu kusa da sikelin da ake buƙata. Muna buƙatar haɗin kai, yaƙin neman zaɓe tare da isarwa da maimaituwa mafi nasaran kamfen ɗin kiwon lafiyar jama'a a tarihi.
Matsayin Jagoran Kasuwanci: Ilimin Cikin Gida a matsayin Yarjejeniyar Tsaro
Kowace kungiya da ke da ma'aikata sama da ɗimbin yawa yanzu tana buƙatar shirin karatun AI na ciki - ba a matsayin kyakkyawan shiri na HR ba, amma a matsayin babban ƙa'idar tsaro zaune tare da manufofin kalmar sirri da horar da phishing. Mafi hatsarin gibi a cikin tsaron kowace kungiya ba shine tacewar wuta ba; shi ne wanda bai san cewa muryar da ke cikin wayar ba ta kasance da gaske ba.Mataki masu dacewa ga shugabannin kasuwanci masu sauƙi ne amma suna buƙatar ladabtarwa:
- Kafa ƙa'idodin tabbatarwadon duk wata ma'amala ta kuɗi da aka fara ta hanyar sadarwar dijital - musamman waɗanda aka yiwa alama "na gaggawa." Gaggawa shine lever injiniyan zamantakewa na lamba ɗaya, kuma AI yana sa ya zama mai sauƙin ƙira.
- Haɓaka ayyukan aikizuwa ingantattun dandamali, da za a iya tantancewa maimakon dogaro da sarƙoƙin imel da kayan aikin warwatse. Lokacin da CRM ɗin ku, daftarin ku, lissafin biyan kuɗaɗen ku, da gudanar da ayyukan ku ke raba tsarin haɗe-haɗe tare da isa ga tushen rawar, kwaikwayi zai zama da wahala sosai.
- Gudanar da atisayen watsa labarai na roba na yau da kullun - kamar yadda kuke gudanar da atisayen wuta. Aika sadarwar ƙungiyar ku ta AI don ganin wanda ya kama su. Sanya shi lafiya don yin shakka. Tabbatar da lada, ba sauri ba.
- Ƙirƙiri tashoshi masu tabbatarwa na "out-of-band".
Koyar da Zamani Na Gaba Kafin Ya Kure
Mafi mahimmancin masu sauraro ga ilimin karatun AI ba manya na yau ba - yara ne waɗanda suke girma a cikin duniyar da kafofin watsa labaru na roba ke zama al'ada maimakon banda. Yaron da aka haifa a cikin 2020 ba zai taɓa sanin duniyar da aka ɗauka hoto na gaske ba ne. Wannan yaron yana buƙatar ƙwarewar ilimin kafofin watsa labaru daban-daban fiye da kowane tsarar da ke gabansu, kuma cibiyoyin iliminmu ba su da shiri don isar da su.Tsarin karatun baya buƙatar zama na fasaha. Yara ba sa buƙatar fahimtar nau'ikan watsawa ko na'urorin lantarki fiye da yadda suke buƙatar fahimtar sinadarai na konewa don sanin cewa wuta tana da zafi. Suna buƙatar ɗabi'a mai sauƙi, mai maimaitawa ta hankali: Wa ya yi wannan? Me yasa suka yi? Ta yaya zan iya bincika?
Wasu malamai sun riga sun jagoranci hanya. Makarantu a Estonia, Koriya ta Kudu, da wasu sassan Scandinavia sun gabatar da tsarin karatun AI don ɗalibai suna ƙanana takwas. Sakamakon farko yana ƙarfafawa - ɗaliban da suka sami ko dasa'o'i huɗu na horon da aka yi niyyasun nuna haɓakar 62% a cikin gano hanyoyin da aka yi amfani da su idan aka kwatanta da takwarorinsu marasa horo. Kayan aikin suna aiki. Tsarin yana wanzu. Abin da ya ɓace shi ne niyyar siyasa da gaggawar hukumomi don tura su gabaɗaya kafin dangantakar tsara gaba ɗaya da gaskiya ta kasance ta dindindin ta hanyar yanayin bayanai da aka tsara don amfani da su.Ba Mu Dafa Ba - Amma Mai ƙidayar Lokaci Yana Gudu
Ƙimar rashin ƙarfi - "an dafa mu" - abu ne mai ganewa amma a ƙarshe ba ya da amfani. Ba a dafa mu ba. Muna a daidai lokacin da sa baki zai iya yiwuwa kuma har yanzu tasiri yana da girma. Tarihin kamfen ɗin kare lafiyar jama'a ya nuna cewa mutane suna da matuƙar iya daidaitawa idan aka ba su bayyanannun, kayan aiki masu sauƙi da isassun kuzari. Amfanin wurin zama ya tafi daga 14% zuwa sama da 90% a cikin tsara guda. Yawan shan taba ya ragu da kashi biyu bisa uku cikin shekaru hamsin. Mutuwar buguwa ta faɗi da kashi 52 cikin ɗari tsakanin 1982 zuwa 2020. Babu ɗayan waɗannan canje-canjen da ya faru ta hanyar fasaha kaɗai - sun faru ta hanyar ilimi, matsin lamba, tsarin ɗabi'a mai sauƙi, da abubuwan more rayuwa waɗanda suka sanya zaɓin da ya dace ya zama zaɓi mai sauƙi.
Rikicin bayanan kuskure na AI zai bi baka iri ɗaya - idanmunyi aiki da gaggawar da yake buƙata. Wannan yana nufin yakin jama'a tare da kudade na gaske. An sabunta manhajar makaranta bana, ba shekaru goma masu zuwa ba. Kamfanonin kasuwanci waɗanda ke gina tabbaci da tabbatarwa a cikin layin aiki don amincewa ba zato ba ne - gine-gine ne. Kuma sama da duka, yana nufin ba kowane mutum, tun daga makarantar kindergart zuwa shugaba, mai sauƙi da za su iya kaiwa lokacin da yanayin bayanai ya kama wuta: Dakata. Source. Tabbatar.
Yaƙin neman zaɓe na "Tsaya, Drop, and Roll" ya yi nasara saboda ya gamu da barazana ta duniya tare da martani na duniya, wanda za'a iya koyarwa. Zamanin AI yana buƙatar tsari iri ɗaya, wanda aka yi amfani da shi ga mafi mahimmancin ƙarfin ɗan adam na kowa - ikon rarrabe abin da ke na gaske daga abin da ba haka ba. Wutar tana yaduwa. Lokaci ya yi da za a koya wa duniya abin da za a yi.Tambayoyin da ake yawan yi
Me yasa muke buƙatar "Stop, Drop, and Roll" daidai da AI?
Zurfafa zurfafan AI da aka ƙirƙira, muryoyin roba, da ƙirƙira abun ciki suna yaduwa cikin sauri fiye da yadda mutane za su iya gane su. Kamar yadda amincin wuta ya buƙaci mai sauƙi, reflex na duniya, shekarun AI yana buƙatar amsa daidai gwargwado. Ba tare da bayyananniyar tsari ba, abin tunawa wanda kowa zai iya bi, rashin fahimta za ta ci gaba da zubar da amana a cikin sadarwar dijital, mu'amalar kasuwanci, da mu'amala ta yanar gizo ta yau da kullun a cikin ma'auni mai ban tsoro.Ta yaya ’yan kasuwa za su iya kare kansu daga bayanan ɓoyayyiyar AI?
Ya kamata 'yan kasuwa su rungumi al'adun tabbatar-farko ta hanyar yin amfani da kayan aikin gano AI, da ƙungiyoyin horarwa don gano abun ciki na roba. Platforms kamar Mewayz, OS na kasuwanci na 207-module, yana taimakawa daidaita hanyoyin sadarwa da gudanawar aiki ta yadda ƙungiyoyi zasu iya kula da ingantattun tashoshi masu amintacce. Lokacin da ayyukanku ke gudana ta hanyar ingantaccen tsari guda ɗaya wanda ke farawa daga $19/mo kawai, yanayin harin don bayanin rashin fahimta yana raguwa sosai.
Mene ne alamun gargaɗin cewa abun ciki na AI?
Nemi jimlar da ba ta dace ba, harshe mai gogewa wanda ba shi da muryar mutum, cikakkun bayanai marasa daidaituwa, da da'awar ba tare da tabbataccen tushe ba. Bidiyoyin zurfafa na iya nuna ƙulli a fuska ko kuma sautin da bai dace ba. Takaddun da aka kera galibi suna ƙunshe da ƙararrakin sauti amma ƙididdiga masu ƙididdigewa. Babban al'ada ita ce dakatarwa kafin rabawa - kamar tsayawa kafin gudu lokacin da aka kunna wuta - da kuma tambayar ko abun ciki yana da tabbataccen tushe, asali.
Shin kayan aikin AI na iya taimakawa a zahiri yaƙar barazanar da AI ta haifar?
Lallai. Kayan aikin tabbatar da ƙarfin AI na iya gano zurfafan karya, tuta rubutun roba, da kuma tabbatar da ainihin dijital. Fasaha iri ɗaya da ke haifar da matsala na iya zama wani ɓangare na mafita. Kamfanonin kasuwanci kamar Mewayz a app.mewayz.com suna haɗe da aiki da kai na AI wanda ke kiyaye tafiyar aiki a bayyane kuma ana iya tantancewa, yana tabbatar da ƙungiyar ku tana aiki tare da ingantattun bayanai maimakon faɗuwa zuwa ga haɓakar abubuwan da aka samar.
Try Mewayz Free
All-in-one platform for CRM, invoicing, projects, HR & more. No credit card required.
Get more articles like this
Weekly business tips and product updates. Free forever.
You're subscribed!
Start managing your business smarter today
Join 30,000+ businesses. Free forever plan · No credit card required.
Ready to put this into practice?
Join 30,000+ businesses using Mewayz. Free forever plan — no credit card required.
Start Free Trial →Related articles
Design
How Kelly Wearstler designed her new H&M collection
Apr 6, 2026
Design
It’s way too easy to cheat now
Apr 6, 2026
Design
Why Gen Z is fangirling over Apple’s ‘Finder Guy’ mascot
Apr 4, 2026
Design
What John Galliano going to Zara tells us about fashion—and everything else
Apr 3, 2026
Design
‘We’re going to wonder why we didn’t do it earlier’: Trump’s White House ballroom gets a stamp of approval
Apr 2, 2026
Design
Brief oral history: How ‘A Minecraft Movie’ rode the chicken jockey to the top of the box office
Apr 2, 2026
Ready to take action?
Start your free Mewayz trial today
All-in-one business platform. No credit card required.
Start Free →14-day free trial · No credit card · Cancel anytime