Riba:
- Ƙarfin fahimtar tunanin da ya dace da matsala, ba tunanin mafita ba, da amfani da basirar wucin gadi don gano wuraren matsala da samar da ra'ayoyi
- Ƙarfin bambance ko matsala shine 'bitamin ko mai kashe raɗaɗi' da hasashe tare da basirar wucin gadi
- Samun damar fahimtar cewa jerin ra'ayoyin da aka samar ta hanyar basirar wucin gadi shine farkon farawa kuma cewa ainihin zafi za a iya tabbatar da shi kawai a cikin filin.
Yawancin masu farawa suna mutuwa ba saboda mummunan ra'ayi ba, amma saboda sun yi samfur don "matsala" wanda ba wanda yake son warwarewa. Masu kafa farawa sukan fara da mafita: "Zan yi app, haka zai yi aiki." Ƙwararrun masu kafa, duk da haka, sun fara da matsala: "Mene ne ainihin zafi da mutane ke fuskanta a yanzu, kuma suna shirye su biya shi?" A cikin wannan rukunin za mu koyi amfani da AI (hankali na wucin gadi - software wanda ke samar da ra'ayoyi da rubutu) a cikin tsari mai kyau, wato, na farko don gano matsala. Bari mu saita iyaka daga farkon: AI na iya haifar da ɗaruruwan ra'ayoyi, amma mutane kawai a cikin filin za su iya gaya wa wane ciwo yake da gaske.
Tunani-matsala-matsala, ba mai warwarewa ba
Wurin matsala shine saitin matsalolin da mutane ke fuskanta yayin yin aikinsu ko rayuwa. Wurin warwarewa shine samfurori da sabis da aka samar don magance waɗannan matsalolin. Kuskuren rookie shine tsalle kai tsaye zuwa yankin mafita; Domin tunanin mafita yana da daɗi, fahimtar matsalar yana da ban sha'awa da damuwa. Duk da haka, cikakkiyar maganin matsalar da ba daidai ba ita ce datti.
Matsala mai kyau tana da halaye guda uku. Yana faruwa akai-akai (babu wanda ya saba da matsala mai wuya). Yana da zafi (wanda baya yin ƙoƙari don rashin jin daɗi). Mai tsada (ana kimanta mafita idan matsalar ta kashe lokaci, kuɗi ko suna). Kuna iya amfani da AI don "tono" matsalolin a cikin waɗannan gatura uku.
Vitamin ko kashe zafi?
Yana daya daga cikin bambance-bambance masu amfani a cikin harkokin kasuwanci. Maganin kashe zafi suna magance ainihin zafi da gaggawa; In ba haka ba, mutum ba zai iya yin aikinsa ba, don haka yarda da biyan kuɗi yana da yawa (misali, tsarin tattarawa ga ɗan kasuwa wanda ba zai iya aiki ba tare da an biya shi ba). Vitamins, a gefe guda, suna da kyau amma ana iya raba su; "Zai yi kyau a samu", amma rayuwa ta ci gaba ba tare da ita ba (misali, ƙa'idar motsa jiki mai launi). Vitamins na iya samun kuɗi, amma hanya ce mai tauri. Lokacin da kuka ba AI ra'ayi, nan da nan ya tambaya "wannan shine maganin kashe zafi ko bitamin, menene shaida?" Yi musu tambaya.
Tukwici: Hanya mafi sauri don gano idan matsala ta kasance mai kashe ciwo shine a tambayi: "Menene mutane suke yi a yanzu don magance wannan matsalar kuma nawa lokaci / kuɗi suke kashewa a kai?" Idan ana kashe kuɗi / ƙoƙari a halin yanzu akan mafita (ko da ba shi da kyau), zafin gaske ne.
Mataki-mataki: Gano matsala tare da AI
- Zaɓi mutane/bangare. Yi tunani don takamaiman rukuni, ba "kowa" (misali "likitan haƙora na solo").
- Tattara kwanakinku. Cire daga AI wata rana ta yau da kullun ga waccan rukunin, abubuwan takaicinsu na maimaitawa, da dabarun shawo kan su na yanzu.
- Juya matsaloli zuwa hasashe. Juya kowace wahala zuwa jumla mai iya gwadawa: "Rukunin X yana shan wahala Z a halin da ake ciki Y."
- Vitamin/ciwo tace. Kimanta kowace hasashe akan wannan axis; Kawar da masu rauni.
- Ƙirƙirar tambayar shaida. Ga kowane ƙaƙƙarfan hasashe "ta yaya zan gwada wannan a cikin mako guda?" Amsa tambaya.
- Kai shi filin. Ƙarshen tacewa yana magana da ɗan adam na gaske, ba AI (raka'a ta gaba ba).
Lura: Jerin matsalolin da AI ke samarwa shine "mafarin farawa", ba gaskiya ba. AI gabaɗaya; Ƙila ciwon ɓangaren ku na gaskiya ba zai kasance cikin jerin ba, ko kuma wani abu a lissafin bazai shafe ku ba.
uku mini lokuta
Case 1 - Juya daga mafita zuwa matsala. Wanda ya kafa ya so ya yi "aikin girke-girke na AI" (ya fara da bayani). Lokacin da ya sa AI ta tono a cikin ranar masu sauraronsa (sabbin iyaye), ya gano cewa ainihin zafi ba shine girke-girke ba, amma "cin abinci da sauri daga duk abin da ke hannun" da "rashin lokaci." Ya sake fasalin matsalar: "ƙasa kayan aiki, ƙarancin lokaci". Tunanin samfurin ya canza sosai kuma ya zama mai haske sosai. Daga karshe ya yi magana da mutane 15; 12 sun tabbatar da wannan ciwo.
Case 2 - Kawar da bitamin da wuri. Wata ƙungiya tana la'akari da ƙa'idar da ke "aika da kwatancen yau da kullun ga ma'aikata." Lokacin da kuka sami AI don gwada bitamin / magungunan kashe zafi kuma ku tambayi "menene mutane ke kashewa akan wannan yanzu?" Lokacin da kuka kalli tambayar da gaske, amsar ita ce "ba komai." Babu wanda ke kashe kuɗi/koƙari don kalma ta wahayi. Sun bar ra'ayin da wuri; Sun kirkiro kayayyaki na tsawon watanni sannan suka tafi tare da koyo. Rashin gazawa mafi arha shine wanda aka lura kafin ma a fara.
Hali na 3 - Sirrin maganin kashe zafi. Ɗaya daga cikin wanda ya kafa ya mayar da hankali ga ƙananan kamfanonin yawon shakatawa. AI ya sanya ranar wannan rukuni; Akwai matsaloli da yawa, amma ɗaya ya fito: akai-akai sau biyu booking da asarar kuɗi saboda WhatsApp da bin diddigin ajiyar kuɗi da tarin yawa. Wannan matsala ce akai-akai, mai raɗaɗi da tsada-mafi yawan maganin kashe zafi. Ya watsar da sauran ra'ayoyin 6 kuma ya mai da hankali kan wannan ciwo daya.
Samfura huɗu masu kwafi
1) Rana:
Matsayinku: ƙwararren gano abokin ciniki. Ƙungiyar manufa: [misali. Likitan haƙori mai aiki ɗaya].Bayyana, sa'a zuwa sa'a, rana ta yau da kullun ga wannan mutumin. Yi lissafin matsalolin da kuke ci karo da su a kowane mataki da yadda kuke magance su a halin yanzu (maganin /magani na yanzu). Inda ba ku da tabbas, rubuta "zato, dole ne a tabbatar da shi". Ka tuna cewa kana yin gabaɗaya.
2) Juya matsalar zuwa hasashe:
Ɗauki jerin abubuwan da ke biyo baya kuma juya kowannensu cikin wannan tsari: "[ɓangare] yana fuskantar [zafi] a lokacin [yanayin], yana haifar da [farashin]." Sa'an nan kuma sanya kowane hasashe a matsayin "mai kashe ciwo/bitamin" kuma rubuta dalilin a cikin jumla ɗaya.
3) Gwajin damuwa na bitamin/maganin zafi:
Auna wannan hasashe mai zuwa: [hasashen]. Maki 1-5 akan gatari na (1) mita, (2) tsananin zafi, (3) farashi. (4) Amsa tambayar "Menene mutane suke yi kuma suke kashewa don wannan matsalar a yanzu?" (5) Ba da cikakkiyar makin rage jin zafi kuma, idan matalauta ne, bayyana dalilin da ya sa yake da talauci.
4) Tsarin gwaji mai arha:
Ina so in gwada wannan hasashe a cikin mako guda, ba tare da rubuta code: [hasashen ba]. Shawarce ni hanyoyin gwaji guda 3 marasa tsada (misali hira, shafin riga-kafi, gwajin kofa na izgili). Ga kowane: me zan auna, mutane nawa ne suka isa, wanda sakamakon ya ce "gaskiya mai ɗaci" wanda sakamakon ya ce "babu zafi".
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rawanin faɗakarwa:
Ka ba ni ra'ayoyin farawa guda 20.
Wannan hanzari yana samar da juji na ra'ayoyi ba tare da mahallin da sassa ba; Dukkansu suna kan mafita, babu wanda ya dogara akan ainihin zafi.
Ƙarfi mai ƙarfi:
Matsayinku: mai ba da shawara ga abokin ciniki mai mai da hankali kan matsala. Yashi:[kananan masu kamfanonin yawon shakatawa]. Rubuta 8 mafi yuwuwar radadin da wannan rukunin ya fuskanta yayin da suke aikinsu, kowanne a cikin tsarin "yanayin-yanayin-ciwo". Sanya kowane ciwo a matsayin maganin kashe radadi/bitamin kuma gaya mani yadda zan tabbatar da 3 mafi ƙarfi tare da arha gwajin mako guda.
kusanci
Yanayin fitarwa
Tabbatarwa
fara da mafita
Cool amma ra'ayi mara tushe
ƙananan
Neman ra'ayoyin da ba su rabu ba
Gabaɗaya, ba bambanta ba
ƙananan
Matsala + kashi + hasashe
Jerin ciwon da za a iya gwadawa
babba
Matsala + ƙirar gwaji mai arha
Shiri mai ɗaukar hoto zuwa filin
mafi girma
Kuskuren gama gari
- Fara daga mafita. Ka yi tunanin samfurin sannan ka nemi matsaloli; juyawa da tsari mai haɗari.
- Yin shi don "kowa". Mafi girman sashi, mafi yawan ɓacin rai ya zama; Fara karami.
- Kuskuren bitamin ga masu kashe ciwo. Yin soyayya da "zai yi kyau a samu" ra'ayoyi; Gwajin yarda da biyan kuɗi.
- Kuskure jerin AI don gaske. Jerin matsalolin AI shine hasashe; Babu samfurin da aka yi ba tare da tabbatarwa tare da mutane na gaske ba.
- Ba tambaya game da mita/farashi ba. Babu wanda ya sayi mafita don matsalar da ba a cika jurewa ba ko kuma a cikin 'yanci.
Hattara: AI na iya gabatar da matsala ta yau da kullun a matsayin "babban dama" don jin tausayin ku. A kan tabbatar da son zuciya, ga kowace matsala da aka haifar, tabbatar da tambayar "ina shaida, menene mutane ke kashewa yanzu?" Yi tambayar da kanku. Idan babu shaida, ra'ayin har yanzu zato ne kawai.
a takaice
Masu farawa sun mutu lokacin da suke yin samfurori don matsala mara kyau; Shi ya sa ya zama dole a fara da matsalar ba mafita ba. Matsala mai kyau shine akai-akai, mai raɗaɗi da tsada. Maganin kashe zafi/bambancin bitamin shine hanya mafi dacewa don hango ko hasashen wane ciwo zai haifar da niyyar biya. AI taimako ne mai ƙarfi don tono cikin ranar sashe, fassara maki raɗaɗi zuwa hasashen da za a iya gwadawa, da ƙirƙira gwaje-gwaje marasa tsada. Amma jerin matsalolin da AI ke samarwa shine farkon farawa; Ana tabbatar da jin zafi na gaske a ƙasa kawai, ta hanyar magana da mutane. Yi amfani da AI azaman masu samarwa da masu sukar duka ba tare da ƙauna da ra'ayin ku ba.
Aikin aikace-aikace
Zaɓi yanki (kamar kunkuntar yadda zai yiwu). Ɗauki zafi daga wannan ɓangaren daga AI tare da samfurin "tono rana". Sannan, ƙirƙiri aƙalla hasashe 5 tare da samfurin "Mayar da matsala zuwa hasashe" kuma sanya kowannensu alama a matsayin bitamin/maganin raɗaɗi. Samo shirin gwaji na mako-mako daga samfurin "ƙirar gwaji mai arha" don ƙwararrun hasashe na analgesic guda 2. Yi shirin ɗaukar aƙalla ɗaya daga cikin waɗannan gwaje-gwaje tare da mutum na gaske a cikin mako guda, kuma ku rubuta a gaba wanda sakamakon zai faɗi "gaskiya mai tsauri."
jerin abubuwan dubawa
- [ ] Shin na fara da matsalar wani yanki ne ba da mafita ba?
- [ ] Shin na mayar da kowace matsala zuwa hasashen da za a iya gwadawa?
- [ ] Na tace kowace hasashe tare da axis na bitamin/maganin raɗaɗi?
- [ ] "Menene mutane ke kashewa akan wannan a yanzu?" Shin na yi tambaya ga kowace hasashe?
- [] Shin na bi jerin AI a matsayin hasashen da za a gwada a fagen maimakon gaskiya?