Riba:
- Ikon yin ƙirƙira da ƙwararrun shawarwarin shawarwari (ikon, kusanci, ƙungiya, tsawon lokaci, farashi) tare da tallafin fasaha na wucin gadi
- Ƙarfin sanya ƙofofin tabbatarwa da ƙididdigar ƙididdiga masu inganci a cikin aikin aiki na ƙarshe zuwa ƙarshe da bincika kowane fitarwa mai mahimmanci kafin bugawa.
- Ikon juya ƙa'idodin sirri, ɗabi'a, amincin tushen tushe da amincewar ƙwararru zuwa ɗabi'a mai dorewa a duk tsawon aikin.
Aikin tuntuɓar sau da yawa yana farawa ba tare da bincike ba, amma tare da tsari: takaddun da ke kwatanta fahimtar ku daidai game da matsalar abokin ciniki, hanyar magance ku, ƙungiyar ku, tsarin lokaci da farashin ku. Kyakkyawan tayin yana cin nasara kasuwanci; Mummunan tayin ko ƙari zai haifar da asarar kasuwanci da kuma lalata suna. A cikin wannan rukunin na ƙarshe, mun haɗu da abubuwa biyu: tsara shawarwarin ƙwararru tare da AI da kuma haɗa duk takaddun tabbaci, sirri da ɗabi'a da muka koya a cikin tsarin cikin ingantaccen aiki na ƙarshe zuwa ƙarshen. Manufar ita ce a yi amfani da hankali na wucin gadi a kowane mataki na shawarwari tare da tabbatar da cewa babu wani muhimmin fitarwa da ya isa ga abokin ciniki ba tare da kulawa ba.
kwarangwal na tayin mai kyau
Shawarwari mai ƙarfi ya haɗa da sassan masu zuwa: fahimtar matsala (gayawa matsalar abokin ciniki a cikin harshensu), kusanci (yadda za ku warware shi, menene tsarin / tsarin), tsarin kasuwanci da tsarin lokaci, ƙungiya da matsayi, abubuwan da ake sa ran, farashin da sharuɗɗan biyan kuɗi, nassoshi. AI yana cika wannan kwarangwal da sauri, amma kada ku bar abubuwa biyu ga ƙirar: fahimtar abokin ciniki na gaskiya game da matsalar su da farashin.
Matsayinku: marubucin shawarwarin shawarwari. Abokin ciniki da matsala: [takaitaccen bayani]. Hanyara: [tsarin aiki/hanyoyi]. Duration: [week]. Ƙungiya: [roles] .Aiki: Rubuta daftarin shawarwarin ƙwararru. Sashe: fahimtar matsala, kusanci, tsarin kasuwanci + tsarin lokaci, ƙungiya, abubuwan da za a iya bayarwa, mataki na gaba.Dokokin: - Babu ƙari: babu da'awar da aka samu ta hanyar shaida kamar "sakamakon garanti", "mafi kyau", "mai ba da shawara" da dai sauransu - Ba da cikakken jerin abubuwan da za a iya bayarwa (abin da za a iya bayarwa, wanda mako-mako) .- Bar farashin sashe. Zan cika shi.- Faɗa matsalar abokin ciniki a cikin kalmominsa (amfani da furcin da na bayar) Sautin: ƙarfafawa, bayyananne, gaskiya.
Tukwici: Mafi ƙaƙƙarfan ɓangaren shawarwarin shine sau da yawa "fahimtar matsala." Abokin ciniki yana so ya ga cewa kun fahimci matsalar su da gaske. Kada ku buga wannan sashe a fili akan samfurin; Yi amfani da kalmomin abokin ciniki da cikakkun bayanai. Ma'anar matsala ta gaba ɗaya ta bar ra'ayi cewa "ba su fahimce mu ba."
Lissafin inganci: tacewa ta ƙarshe kafin bugawa
Kowane muhimmin isarwa (quote, analysis, gabatarwa) dole ne ya wuce daidaitaccen kulawar inganci kafin zuwa ga abokin ciniki. Sanya wannan jeri ya zama al'ada; Hakanan zaka iya tuntuɓar bayanan sirri na wucin gadi, amma amincewar ƙarshe naka ne.
sarrafawa
Tambaya
Ya wuce?
Source
Shin kowace fitowa/da'awar ta dogara da tushen?
☐
asusu
Ana tabbatar da kowane asusun da kansa?
☐
dabaru
Shin da gaske ne abin da aka yanke ya biyo baya daga hujjoji?
☐
karin gishiri
Shin an share da'awar da ba ta da tushe?
☐
Keɓantawa
Ana kiyaye bayanan abokin ciniki kuma an ɓoye su?
☐
gwani
Shin an sami amincewar ƙwararru a fagen da aka tsara?
☐
Daidaitawa
Shin lambobin sun yi daidai da nunin faifai?
☐
Matsayinku: mai duba ingancin inganci.Bincika daftarin shawarwari / gabatarwa mai zuwa don: - Bayanan da ba su da tabbas ko ƙari (tuta da ba da shawarar gyara) - Duk wani adadin asalin da ba a san shi ba (jeri) - Lambobi masu rikice-rikice tsakanin nunin faifai / sassan. - Haɗarin bayyana bayanan abokin ciniki.Ba da rahoton dubawa kawai; Zan tabbatar da gyara.
Ƙarshe-zuwa-ƙarshen kwarara da ƙofofin tabbatarwa
Kowane mataki da muka koya a cikin tsarin tsarin yana samar da sarka. Sirrin tsaro shine sanya ƙofofin tabbatarwa (masu bincike) a cikin wannan sarkar: ana bincika fitar da AI kuma an inganta shi akan tushe da dabaru ta ɗan adam kafin ci gaba zuwa mataki na gaba (musamman ga abokin ciniki).
MAGANAR SHAWARA - TARE DA KOFOFIN TABBATARWA1) Ma'anar matsala → [DOOR] shine matsalar daidai, tabbatarwa tare da abokin ciniki2) Binciken bincike → [KOFA] kowane lamba yana da alaƙa da tushen3) Girman kasuwa → [KOF] sune hanyoyin guda biyu da aka bincika4) Binciken bayanai gaskiya, shine axis zero6) Nazari mai mahimmanci → [DOOR] jigogi da aka nuna ta hanyar zance, bayanan da ba a sani ba7) Tsarin / dabarun → [DOOR] kowane abu ne da aka tabbatar da haka-what8) Samfurin kasuwanci / kuɗi → [DOOR] raka'a tattalin arziki + amincewar masana9) Gabatarwa / layin labari → [DOOR] 0 da'awar-shaidar dacewa) [DOOR] ingantaccen lissafin + sirri
A kiyaye hanyar tabbatarwa ga kowace kofa: menene fitarwa, wane tushe, wanda ya tabbatar, menene matsayinta. Wannan waƙar tana tabbatar da inganci kuma tana tambaya "Ina wannan lambar ta fito?" Yana ba ku damar amsa tambayar koyaushe.
Matsayinku: mai kula da ingancin aikin. A ƙasa akwai mahimman abubuwan isar da aikin da aka samar (ƙididdigar kasuwa, bincike, saƙon zamewa...).Aiki: Samar da layin tabbatarwa ga kowane mai isarwa:| Fitowa | Source bisa | Hanyar tabbatarwa | Matsayi | Zaɓuɓɓukan yanayi: an tabbatar / ba a tabbatar ba / jiran amincewar ƙwararru. Matsar da duk wani fitowar da ba a sani ba ko ba a tantance asalinsa zuwa sama kuma yi masa alama a matsayin "ba a shirye don bugawa ba".
Wuri na dindindin don ɗa'a, sirri da amincewar ƙwararru
An maimaita ka'idoji guda uku a ko'ina cikin tsarin saboda dukkansu suna kaiwa ga batu guda: alhakin yana kan mutum. Ana kiyaye bayanan abokin ciniki ta KVKK da yarjejeniyar sirri; Ba a loda shi zuwa motar da ba a sarrafa ta ba, ba a ɓoye sunanta ba. A cikin ɓangarorin yarda-mahimmanci kamar kiwon lafiya, kuɗi da doka, fitar da bayanan sirri na wucin gadi baya maye gurbin ingantaccen amincewar ƙwararrun. Kuma ba kowane batu ba, kowane da'awar, kowace shawara ta isa ga abokin ciniki ba tare da tabbatarwa ba. AI babban mataimaki ne; Mai ba da shawara ya sanya hannu.
uku mini lokuta
Shari'a ta 1 - Ƙididdigar ƙima ta sa ku rasa. Mai ba da shawara yana da samfurin ya rubuta tsari; Samfurin yana sanya jimloli kamar "sakamako masu tabbacin tare da mafi kyawun ƙungiyar a cikin masana'antar". Mai ba da shawara ya aika ba tare da lura ba. Abokin ciniki ya ce, "Zan yi hankali da mai ba da shawara wanda ke ba da tabbacin sakamako" kuma baya ba da aikin. Idan lissafin ingancin ingancin ya rayu daidai da abin da ake yi, zance zai kasance mai gaskiya da kwanciyar hankali.
Case 2 - Ƙofar tantancewa ta ajiye aikin. Girman girma a kan nunin 4 na gabatarwa ya bambanta da tsarin kuɗi akan zane-zane 9. Ƙofar kula da ingancin da aka riga aka saki ta kama wannan rashin daidaituwa; Koma zuwa tushen kuma nemo madaidaicin lamba. Idan abokin ciniki ya ga lambobi biyu masu karo da juna a cikin taron, amincin duk gabatarwar zai rushe.
Harka 3 - Iyakar amincewar ƙwararru. A cikin aikin kiwon lafiya, samfurin yana samar da daftarin tsarin ingantaccen magani. Mai ba da shawara ba ya gabatar da wannan kai tsaye; ya nuna wa likitan filin. Likitan ya ce zato guda biyu ba daidai ba ne a asibiti. An gyara daftarin. Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun ta kasance tare da gwani; Hukuncin ya rage na mutum.
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rawanin faɗakarwa:
Rubuta shawara mai karfi da za ta yi nasara da ni.
Gayyata ce ga wuce gona da iri don samfurin "will-win" da "karfi"; Rubutun gabaɗaya yana bayyana wanda ke cike da da'awar da ba ta da tabbas kuma baya fahimtar abokin ciniki.
Ƙarfi mai ƙarfi:
Matsayinku: marubucin shawara. Matsalar abokin ciniki (a cikin kalmominsa): "[...]". Hanyar: [framework]. Tsawon lokaci / ƙungiya / abubuwan da za a iya bayarwa: [...] .Aiki: Zayyana wani tsari na gaskiya, rashin fahimta, amintacce. Dokokin: da'awar ba tare da shaida ba kuma an haramta maganganun "garanti / mafi kyawun / jagora"; kafa fahimtar matsalar a cikin jimlolin abokin ciniki; Ba da kayan aiki na kankare da tsarin lokaci; bar farashin komai. A ƙarshe: bincika rubutun ku don ƙari da rashin fahimta.
Kuskuren gama gari
- Karin gishiri a cikin tayin. Da'awar da ba a tabbatar da su ba kamar "sakamako tabbatacce, mafi kyawun ƙungiyar" yana haifar da zato maimakon amana.
- Don wuce fahimtar matsalar gaba ɗaya. Idan abokin ciniki ba zai iya gane matsalar kansa ba, sai ya ce "ba su fahimce mu ba"; Yi amfani da jimlolinsa.
- Barin farashi ga samfurin. Farashin shine yanke shawara mai mahimmanci; Samfurin bai san kasuwa ba kuma yana samar da lambobi ba tare da tushe ba.
- Ketare kofar tabbatarwa. Idan fitarwa mai mahimmanci ta tafi ga abokin ciniki ba tare da sarrafawa ba, kuskure ɗaya zai lalata dukan aikin.
- Tsallake lissafin inganci. Tushen, lissafi, wuce gona da iri da binciken sirri yakamata a yi kafin bugawa.
- Ketare amincewar ƙwararru. A cikin yankin da aka tsara, AI fitarwa shine daftarin; Maganar ƙarshe tana tare da gwani.
Hankali: Babban haɗari a cikin ƙayyadaddun tallafi na AI-ƙarshen zuwa ƙarshen shine ta'aziyya na sauri; Yana da sauƙi tsallake tabbaci lokacin da komai ke tafiya cikin sauƙi da sauri. Sanya ƙofofin tabbatarwa mataki na wajibi, ba na zaɓi ba. Mai ba da shawara yana da alhakin kowane fitarwa da ke zuwa ga abokin ciniki; "Harkokin wucin gadi ya samar da shi" ba tsaro ba ne.
a takaice
Shawarar ita ce ƙofa zuwa dangantakar tuntuɓar; AI ta tsara shi da sauri da kuma sana'a, amma fahimtar matsalar da farashin ya fito ne daga mai ba da shawara, an tsaftace karin gishiri. A cikin hoto mai faɗi, duk matakan da aka koya a cikin tsarin suna haɗawa cikin amintaccen kwararar aiki guda ɗaya sanye take da ƙofofin tabbatarwa: ana bincika kowane fitarwa mai mahimmanci akan tushe da dabaru kafin isa ga abokin ciniki, ana kiyaye sirri, ƙwararre a fagen da aka tsara yana inganta. AI yana hanzarta tuntuɓar tun daga farko har ƙarshe; amma daidaiton basira, gaskiyar labari, da alhakin yanke shawara koyaushe yana kan mutum.
Aikin aikace-aikace
Shirya jita-jita tare da buƙatu mai ƙarfi don tsari don matsala ta abokin ciniki na ainihi ko wakilci; Tabbatar da fahimtar matsalar a cikin kalmomin abokin ciniki kuma ku bar farashin ba komai. Bincika kuma gyara rubutun don wuce gona da iri da tushe, yana haifar da bincikar inganci. A ƙarshe, ɗauki kwararar ƙarshen-zuwa-ƙarshe na ƙirar kuma rubuta ƙofar tabbatarwa ga kowane matakai 10 don aikinku na yau da kullun kuma wanda zai bincika abin da ke wannan ƙofar.
jerin abubuwan dubawa
- [ ] A cikin tsari, na kafa fahimtar matsalar tare da jimlolin abokin ciniki.
- [ ] Na share karin gishiri da maganganun da ba su da tushe.
- [ ] Na ƙaddara farashin da kaina, Ban bar shi ga samfurin ba.
- [ ] Na ba da jerin abubuwan da aka fitar na kankare da tsarin lokaci.
- [ ] Na yi amfani da duk abubuwan da ke cikin jerin masu inganci.
- [ ] Na sanya ƙofar tabbatarwa a kowane muhimmin mataki na tafiyar aiki.
- [ ] Na shigar da sirri na dindindin, da'a, da amincewar ƙwararru a cikin kwararar.
Gwajin Module
1. Menene mafi kyawun matakin da za a ɗauka kafin saka lambar girman kasuwa sakamakon fitowar bayanan sirri na wucin gadi a cikin gabatarwar abokin ciniki a cikin shawarwarin gudanarwa?
- A) Tabbatar da lambar ta hanyar haɗa shi zuwa tushen, sake ƙididdige shi, da gwada shi a kan dabarun masana'antu ✔
- B) Saka kai tsaye a kan faifan kamar yadda samfurin ke amsawa cikin ruwa da amincewa
- C) Yin tayin ya zama mai ban mamaki ta hanyar sanya lambar girma fiye da ita
- D) Boye tushen kuma nuna sakamakon kawai
Bayani: Manyan nau'ikan yare suna bayyana kwarin gwiwa kuma suna iya 'hallata' lambobi ko da ba su kasance ba. Tun da yake a cikin tuntuɓar abokin ciniki yana yin manyan yanke shawara ta hanyar kallon wannan lambar, kowane lamba mai mahimmanci dole ne a haɗa shi da ainihin tushen, sake ƙididdigewa da gwadawa tare da basirar masana'antu. Batun da ba a tantance ba shi ne daftarin da ba a sanya hannu ba.
2. Wani mai ba da shawara yana so ya bincika teburin da ke ɗauke da sunaye da albashin ma'aikata 2,400. Wanne hanya ce mafi daidai?
- A) Loda bayanan zuwa kayan aikin gidan yanar gizon kyauta na farko da ya samo kuma nemi taƙaitawa
- B) Raba bayanai kamar yadda yake da damuwa game da sirri daga baya
- C) Canza albashi kadan a bar sunaye
- D) Yin amfani da kayan aikin da aka amince da kamfani ko ɓoye suna ta hanyar canza suna tare da lambobin lamba ✔
Bayani: Ana kiyaye bayanan abokin ciniki ta yarjejeniyar sirri da KVKK. Loda bayanan sirri zuwa kowane kayan aiki cin zarafi ne. Ya kamata a yi amfani da kamfani, kayan aikin da aka amince da shi wanda ke ba da garantin riƙe bayanai, ko kuma a ɓoye bayanan ta hanyar maye gurbin sunaye tare da lambobin lamba.
3. Me ake nufi da bishiyar hasashe (bishiyar fitowa) ta zama 'MECE'?
- A) Samun rassa masu yawa da cikakkun bayanai gwargwadon iko
- B) An samar da ita ta hanyar basirar wucin gadi
- C) rassan ba sa cin karo da juna kuma suna rufe batun gaba daya ✔
- D) An rage bishiyar zuwa babban reshe guda ɗaya
Bayani: MECE (Mutually Exclusive, Collectively Exhaustive) yana nufin cewa rassan ba sa haɗuwa da juna (raɓar juna) kuma gaba ɗaya sun rufe batun gaba ɗaya. Matsakaicin rassan da suka ɓace ko ɓarna suna karkatar da bincike; Ita ma itacen da aka samar da hankali ya kamata a duba shi da wannan ma'auni.
4. Menene babban manufar yin amfani da hanyoyin 'sama-ƙasa' da 'ƙasa' tare a kimanta girman kasuwa?
- A) Kame kurakuran zato ta hanyar yin lissafin sau biyu da kuma bincika ✔
- B) Zabi mafi girma daga cikin hanyoyin biyu kuma sanya kasuwa ta zama mai kyan gani.
- C) Yi amfani da hanyar da ke buƙatar ƙarancin aiki
- D) Haɗa hanyoyin guda biyu don gujewa faɗin tushen
Bayani: An bincika ta hanyoyi biyu masu zaman kansu. Sama-sasan yana keɓance rabo daga jimlar mafi girma, ƙasa sama yana gini daga tushe (naúrar x farashin x yawa). Yana ba da kwarin gwiwa lokacin da sakamako biyu ke kusa da juna; Babban bambanci yana nuna cewa zato ba daidai ba ne kuma yana sa gyara.
5. Menene matakin tabbatarwa mafi mahimmanci lokacin da AI yayi nazarin maƙunsar bayanai na Excel?
- A) Amincewa da cikakken bayani na samfurin da kuma yarda da sakamakon
- B) Sake yin ko duba kowane asusu da hannu ✔
- C) Kallon kawai don sanya jadawali yayi kyau
- D) Sanya taƙaitaccen samfurin akan faifan ba tare da buɗe tebur ba kwata-kwata
Bayani: Manyan nau'ikan harshe suna da ƙarfi wajen ƙirƙirar rubutu, amma suna iya yin kuskure cikin ƙirƙira cikin nutsuwa kuma suna gabatar da sakamako mara kyau. Don haka kowane jimillar, rabo da kaso dole ne ko dai a sake fasalin su cikin ƙirar ko kuma a bincika da kansu ta hannu/a cikin Excel.
6. Menene ma'anar 'daidaitawar ba dalili' ke nufi a cikin bincike?
- A) Kasancewar bayanai guda biyu suna aiki tare bai tabbatar da cewa daya yana haifar da daya ✔ ba
- B) Sadarwa koyaushe yana tabbatar da dalili
- C) Lokacin da aka sami dalili, babu buƙatar neman daidaitawa.
- D) Hanyoyi guda biyu daidai suke
Bayani: Don kawai ma'auni biyu suna haɓaka tare (daidaitawa) ba yana nufin ɗayan yana haifar da ɗayan ba ( sanadin); Akwai iya zama abu na uku ko daidaituwa. AI na iya nuna alaƙa, amma da'awar dalili yana buƙatar shaida da ilimin yanki; Dole ne mai ba da shawara ya kiyaye wannan bambanci.
7. Wanne aikace-aikace ne ya fi ƙara aminci yayin raba rubutun tambayoyin zuwa jigogi tare da basirar wucin gadi?
- A) Ɗaukar jigogi daga samfurin a taƙaice tsari kuma ba neman ƙididdiga ba
- B) Ƙarfafa jigon ta hanyar haɗa sunayen mahalarta a cikin bincike
- C) Zaɓi jigo mafi ɗaukar hankali kuma kawar da sauran
- D) Tallafa wa kowane jigo tare da maganganun magana a zahiri dangane da rubutun kuma bi tushen ✔
Bayani: Kowane jigo ya kamata a goyi bayan fa'ida ta zahiri (shaida) daga rubutun. Don haka, ana iya tabbatar da cewa ba a yi samfurin ba kuma jigon ya fito daga ainihin bayanai. Jigogi masu faɗi suna da haɗarin hasashe kuma ba za a iya gano su zuwa tushen ba.
8. Menene ramin da ya fi zama ruwan dare yayin tattara SWOT ko makamancin haka tare da AI?
- A) Cika firam tare da maganganun cliché ba tare da tabbataccen shaida ba da abin da ✔
- B) Haɗa kowane abu zuwa bayanai da tushe
- C) Yin amfani da tsarin azaman tsarin tunani
- D) Bada fifikon abubuwan da aka gano da kuma haskaka mafi mahimmanci
Bayani: Firam ɗin cikin sauƙi suna cika da clichés mara komai ('ƙarfi alama','ƙaramar gasa'). Ƙimar ita ce ɗaure kowane abu zuwa tabbataccen shaida da ƙara 'so-mene' Layer. Gabaɗaya ba tare da shaida ba suna gaya wa mai yanke shawara komai.
9. Menene ma'aunin tattalin arziki na 'unit' a cikin kimantawar tsarin kasuwanci kuma me yasa ya kamata a tabbatar da shi?
- A) Jimlar yawan ma'aikatan kamfanin; babu bukatar tabbatarwa
- B) Kasafin kuɗi na tallace-tallace kawai; Ba a tambaya saboda an gyara shi
- C) Ma'aunin kuɗin shiga-farashin kowane abokin ciniki / ma'amala; ✔ Dole ne a tabbatar da kyakkyawan zato saboda haɗari
- D) Yawan masu fafatawa; samfurin ya san tabbas
Bayani: Tattalin Arziki na rukunin yana kwatanta kudaden shiga da farashi (misali farashin sayan abokin ciniki da ƙimar rayuwa) kowane abokin ciniki ɗaya ko ma'amala; Yana nuna ko kasuwancin zai iya samun riba a sikelin. Tunda hankali na wucin gadi zai iya kafa wannan asusu tare da kyakkyawan zato, yakamata a bincika lambobi da zato da kansu kuma a sami amincewar mai ba da shawara kan kuɗi idan ya cancanta.
10. Ta yaya za a tsara saƙon a cikin gabatarwar shawarwari bisa ga ka'idar dala?
- A) Nuna duk bayanan farko, kai ga ƙarshe
- B) Rashin bayyana sakamakon kwata-kwata, domin mai saurare ya yanke nasa shawarar.
- C) Daidaita bayanai da yawa gwargwadon iyawa akan kowane faifai
- D) Da farko ka ba da babbar amsa, sannan ka jera dalilai da hujjoji masu goyan bayan ✔
Bayani: Ka'idar dala ta farko tana ba da babbar amsa (shawarwari/kammala) sannan ta sanya dalili da shaidar da ke goyan bayansa a ƙasa. Mai yanke shawara yana da ƙayyadaddun lokaci; Yana so ya fara ganin sakamakon. Jera hujjoji da farko da cimma matsaya na ƙarshe yana gajiyar da mai sauraro da raunana saƙon.
11. Menene ya kamata ya zama ' taken mataki' na nunin faifai?
- A) Alamar da ke nuna nau'in zamewar, misali. 'Bayanin shiga ciki'
- B) Saƙon jimla ɗaya bisa hujjar da aka samo daga bayanan faifan ✔
- C) Sakin layi mai tsayi gwargwadon yiwuwa kuma ya ƙunshi duk lambobi
- D) Da'awar wuce gona da iri da ba ta da tushe don jawo hankali
Bayani: Babban kanun aiki jumla ɗaya ce, saƙon tushen shaida wanda ya ce 'mene' ma'anar nunin, ba 'abin da' yake nunawa ba (misali 'Yanki A yana kawo 70% na riba'). Laƙabi masu bayyanawa kamar 'Tsarin tallace-tallace' ba sa isar da saƙon. AI na iya haifar da daftarin kanun labarai, amma da'awar dole ne ta dace da shaidar.
12. Menene aikin fitowar AI yayin yin shawarwari a cikin masana'antar da aka tsara kamar kiwon lafiya ko kuɗi?
- A) Maye gurbin amincewar ƙwararru, za a iya barin yanke shawara kai tsaye zuwa samfurin
- B) Ba za a iya amfani da hankali na wucin gadi kwata-kwata a sassan da aka tsara ba
- C) Idan akwai kuskure, alhakin yana kan mai bada samfuri.
- D) Yana samar da daftarin aiki, amma magana ta ƙarshe da alhakin ya ta'allaka ne ga ƙwararren gwani da mutum ✔
Bayani: A cikin waɗannan wuraren, basirar wucin gadi na samar da zane-zane da bincike na farko, amma ba ya maye gurbin ƙwararrun ƙwararrun ƙwararrun (lauya, actuary, likita, ƙwararren masana'antu). Maganar ƙarshe ta ta'allaka ne da gwani, mai yanke shawara. 'AI ta ce haka' ba tsaro ba ne; Alhakin koyaushe yana kan mai ba da shawara da mai yanke shawara.
13. Lokacin rubuta kyakkyawar shawara mai sauri zuwa ga hankali na wucin gadi, wanne kashi ne ya fi ƙara ingancin fitarwa?
- A) Tsayar da faɗakarwa a matsayin gajere kuma gabaɗaya gwargwadon yiwuwa
- B) Neman samfurin don cika bayanan da ya ɓace tare da tsinkayar kansa
- C) Kasance a sarari game da rawar, aiki, albarkatu, masu sauraro da aka yi niyya, tsari da iyakoki ✔
- D) Kawai cewa 'yi kyakkyawan nazari'
Bayani: Bukatu masu banƙyama suna jagorantar abin ƙira zuwa ga zato da ƙari. Kasancewa bayyananne game da rawar, ɗawainiya, tushen da aka bayar, masu sauraro da aka yi niyya, tsari da iyakoki (misali 'bisa ga bayanan da na bayar kawai, kar ku sanya shi') yana sa fitarwa ta zama daidai kuma mai aminci. Mafi fayyace mahallin, ƙananan nauyin tabbatarwa.
14. Menene ma'anar 'ƙofar tabbatarwa' (checkpoint) yana nufin a ƙarshen-zuwa-ƙarshen AI mai goyon bayan kwararar shawarwari?
- A) Saitunan da ke kashe hanyoyin shiga intanet na bayanan sirri
- B) Matsayin da ɗan adam ya bincika kuma ya tabbatar da fitarwa ta hanyar tushe da dabaru kafin a ci gaba zuwa mataki na gaba ✔
- C) Maɓallin da ke ba da damar aika hotuna ta atomatik
- D) Dakin jiki inda tawagar ta hadu
Bayani: Ƙofar tabbatarwa ita ce ma'anar da aka bincika fitar da AI da kuma inganta shi akan tushe da tunani ta mutum kafin tafiya zuwa mataki na gaba (musamman, abokin ciniki ko ƙimar ƙarshe). Mahimman bayanai kamar lambobin kasuwa, bincike, saƙonnin zamewa da tayi ba a buga su ba tare da wucewa ta waɗannan kofofin ba; Ana iya gano tsarin kuma mai lafiya.