Da'a, Gudanar da Inganci da Sadarwar Abokin Ciniki

Riba:

• Ikon yin amfani da ka'idodin ɗabi'a kamar bayyana gaskiya, asali, rashin yaudara, wakilci na gaskiya da mutunta aikin ɗan adam
• Ikon yin amfani da ƙofar kula da ingancin abu guda bakwai (lalacewar, tsari, haƙƙin mallaka, samun dama, wakilci, daidaiton saƙo) kafin isarwa.
• Ability don kafa gaskiya da aminci sadarwa tare da abokin ciniki daga farko zuwa ƙarshe game da tsammanin, haƙƙoƙin, tsari da tsari.

Komai girman fasahar fasaha na mai ƙira, abin da ke riƙe da sana'a a cikin dogon lokaci shine amana: amincewar abokin ciniki, masu sauraro, da abokan aiki. A cikin shekarun AI, ana kiyaye wannan amana ta abubuwa uku: gaskiya da amfani da ɗabi'a, ingantaccen kulawar inganci kafin bayarwa, da sadarwa ta gaskiya tare da abokin ciniki. Wannan rukunin rufewa yana haɗa duk ƙwarewar da ta gabata tare zuwa horo ɗaya na ƙwararru. Manufar ita ce don kare mutuncin mai zane, amincewar masu sauraro, da kuma darajar sana'a yayin amfani da AI a matsayin mataimaki mai karfi.

Ka'idodin amfani da ɗabi'a

Za a iya dafa ɗabi'a a cikin ƙira tare da AI zuwa wasu ƙa'idodi masu mahimmanci:

• Bayyanawa: Rashin ɓoye amfani da AI a lokuta masu dacewa. Kasance mai gaskiya tare da abokin ciniki game da tsari yana ƙarfafa amincewa; Bayyana shi daga baya yana lalata amana.
• Alhakin asali: Kada a kwaikwayi aikin wani, salo ko alamarsa (raka'a 9). "AI ya samar da shi" ba uzuri ba ne.
• Rashin samar da hotuna masu ɓarna: Ƙirƙira da buga hotuna na karya waɗanda suka bayyana na gaske (zurfin zurfafa, hoton da ke sa abin da ba ya wanzu ya zama na gaske) babban cin zarafi ne; musamman a fagage kamar labarai, mutum da wakilcin taron.
• Wakilci da son zuciya: Ba stereotyping wasu ƙungiyoyi a cikin hotunan da AI ta samar, da la'akari da bambancin da wakilci na gaskiya. AI na iya yin kwafin ra'ayi a cikin bayanan horo; Aikin mai zane ne ya lura da wannan kuma ya gyara shi.
• Girmama aikin ɗan adam: Yin amfani da AI don ƙarfafa aiki, ba don rahusa aikin abokan aiki ba ko amfani da shi ba tare da ƙima ba.

Tsanaki: Bayyana ainihin mutum ko alama a cikin hoton AI na gaske ba tare da izininsu ba yana da haɗari sosai, duka cikin ɗa'a da doka. Haƙƙin sirri da haramcin ɓarna sun shiga cikin wasa anan.

Canje-canjen rawar da darajar mai zane

A cikin duniyar da AI na iya samar da hotuna da sauri, wasu masu zanen kaya suna mamaki "shin aikinmu zai zama mara amfani?" yana damuwa. Gaskiyar ita ce akasin haka: yayin da samarwa ya zama mai sauƙi, ƙimar ta canza daga samarwa kanta zuwa hukunci. Don haka, yanzu yana da sauƙi don ƙirƙirar hoto; amma yanke shawarar wane hoton ya dace, ya dace da alamar, ya taɓa masu sauraro, yana da ɗabi'a da ingantaccen - wannan shine ƙwarewar gaske, kuma AI ba zai iya yin hakan ba. Matsayin mai zane yana ƙara haɓakawa daga "mai samarwa" zuwa mai tsarawa, darekta da mai yanke shawara: mutumin da ya tsara jagora, ya kawar da zaɓuɓɓuka, tabbatar da inganci da daidaito, dabarun tattaunawa tare da abokin ciniki. Shi ya sa basirar da kuke koyo a cikin wannan rukunin - ƙaddamar da taƙaitaccen bayani daidai, kafa harshen alamar, sanin ƙa'idodin abun ciki, kiyaye haƙƙin mallaka da ɗa'a, aikin tantancewa - sun fi mahimmanci a cikin shekarun AI. AI kamar mai koyo ne, yana 'yantar da ku daga aiki maimaituwa kuma yana ba ku ƙarin lokaci don yin tunani, gwaji da zama dabarun dabaru. Amma kai ne ko da yaushe maigidan da ke sanya hannu kan aikin ɗan koyo, mai ɗaukar nauyi kuma mai yanke shawara. Makomar sana'a ba ta yin watsi da AI ba, amma a cikin basirar sarrafa shi tare da wannan wayar da kan jama'a.

Binciken inganci: Ƙofar ƙarshe kafin bayarwa

Ikon inganci ita ce ƙofar sarrafawa ta ƙarshe da hoto ke wucewa kafin ya ba abokin ciniki/masu sauraro. Mun haɗu matakan dubawa daga raka'o'in da suka gabata a nan:

1. Laifin fasaha: Hannu, fuskoki, rubutu, daidaitawa, inuwa, gefuna; girma da kuma bincika.
2. Ƙaddamarwa/tsara: Girma, rabo da zubar jini (idan bugu) ya dace da wurin da za a yi amfani da shi, CMYK.
3. Alamar dacewa: Shin palette, rubutun rubutu, sautin ya dace da tsarin ainihi?
4. Kamanceceniya/haƙƙin mallaka: Kwatankwacin aiki/tambarin data kasance; lasisin abin hawa; Shin juyowa ya isa?
5. Samun damar: bambancin bangon rubutu, iya karantawa.
6. Wakilci / son zuciya: Shin akwai ra'ayi ko rashin adalci?
7. Daidaiton saƙo: Shin rubutun, kwanan wata, farashi, bayanin samfur daidai ne (binciken ruɗi).

Wannan kofa mai maki bakwai tana ɗauke da haɗarin da ke haifar da saurin samarwa. Bai kamata a isar da aiki ba tare da wucewa ta wannan kofa ba.

Sadarwar abokin ciniki: tsammanin da bayyana gaskiya

Yawancin matsalolin ba fasaha ba ne, amma suna tasowa daga rashin kulawa da tsammanin. An kafa kyakkyawar sadarwa a matakai uku:

• A farkon: Bayyana cewa kuna amfani da AI azaman taimako a cikin tsari, tantancewa da tantance abubuwan da aka fitar, da kuma yadda kuke aiki zuwa haƙƙoƙin / sahihanci. Ƙayyade abubuwan da za a iya bayarwa, adadin bita, tsari a rubuce.
• A lokacin: Haɗa abokin ciniki cikin abubuwan yanke shawara (kamar sanya su zaɓar allo) dangane da zaɓin shugabanci da dabaru. Wannan yana rage zagaye na bita.
• Bincika: A bayyane yake sadarwa waɗanne fayilolin da aka ba da, menene haƙƙoƙin da aka bayar yayin ƙaddamarwa, da rawar AI a cikin tsari.

Gaskiya yana ƙarfafa AI ba lokacin da kuka ɓoye shi ba, amma lokacin da kuka shigar da shi da gaskiya a cikin tsari. Yawancin abokan ciniki suna kula da aiki mai sauri da inganci; Abu mai mahimmanci shine ku san cewa ku ke da alhakin sakamakon.

uku mini lokuta

Shari'a 1 - Gaskiya ta gina amana. Wani mai zane ya bayyana a sarari yadda ya yi amfani da AI daga shawarar gaba kuma ya nuna tsarin duba. Abokin ciniki ya sami amincewa saboda ya "san abin da yake samu" kuma ya mai da kasuwancin dindindin. Mai gasa ya rasa amincewa da wani abokin ciniki saboda ya ɓoye tsarin.

Case 2 - Bias kama. Hotunan "mai nasara" Hotunan da aka samar don yaƙin neman zaɓe duk bayanan iri ɗaya ne; Babu bambanci. Mai zanen ya lura da wannan a cikin binciken, ya sabunta hanzarin wakilci na gaskiya. Godiya ga yanayin da ya haɗa da shi, alamar ta kai ga mafi yawan masu sauraro kuma ta sami amsa mai kyau.

Case 3 - Ƙofar dubawa ta ceci aiki. A kan fosta ɗaya, rubutun AI da aka samar "kashe 30%" a zahiri ya saba wa "40%" a takaice, kuma adadi ɗaya yana da mummunan hannu. Dukansu an kama su ne a lokacin da ake duba kofar duban maki bakwai; gyara kafin bayarwa. An hana kurakuran bugawa da sanarwar farashin da ba daidai ba.

Samfura masu kwafi

1) Ƙofar dubawa mai inganci kafin bayarwa:

Bi jerin abubuwan bincike na 7 don hoto / zane mai zuwa kuma rubuta "wucewa / kasawa + daraja" ga kowane abu: lahani na fasaha, ƙuduri / tsari, alamar alama, kamance / haƙƙin mallaka, samun dama / bambance-bambance, wakilci / son zuciya, daidaiton saƙo (rubutu / farashin / kwanan wata) .Design bayanin: [manna]

2) Wakilci da sarrafa son zuciya:

Ƙimar wannan jerin hotuna don wakilci: shin ƙungiya ce ta musamman, akwai bambance-bambance da wakilci na gaskiya, wane hanzari zan iya ɗaukakawa don sa ya zama mai haɗaka? Amsa azaman shawara.Description: [manna]

3) Rubutun bayanan farko na abokin ciniki:

Rubuta taƙaitaccen taƙaitaccen bayanin ƙwararru don aika wa abokin ciniki: bayanin cewa na yi amfani da AI a matsayin kayan aiki mai taimako a cikin tsarin ƙira, cewa na keɓancewa da kula da abubuwan da aka fitar, cewa na ɗauki iyakar isarwa / bita / tsari, kuma ina da alhakin sakamakon. Project: [takaice bayanin]

4) Rubutun taƙaitaccen isarwa:

Rubuta taƙaitaccen taƙaitaccen bayani don ƙaddamarwa: tsarin fayil da aka bayar, haƙƙin amfani, wuraren da aka ba da shawarar da bayanin kula. Ka kiyaye shi mai sauƙi da abokantaka. Jerin bayarwa: [manna]

Rauni mai ƙarfi / Ƙarfi mai ƙarfi

Rauni: Rubuta sako ga abokin ciniki cewa na isar da aikin.

Sakamako: Saƙon da ba shi da komai, ya tsallake batun haƙƙoƙi/tsari/alhaki, kuma baya gina amana.

Ƙarfafa: Rubuta saƙon isarwa ga abokin ciniki: sun haɗa da tsarin fayil ɗin da aka bayar (bugu da dijital), haƙƙoƙin amfani, aikin tallafi na AI a cikin tsari, da kuma cewa ni na sake duba abubuwan da ake iya bayarwa, iyakar bita; Kula da sautin ƙwararru da amana.

Sakamakon: Isar da sadarwar da ke fayyace tsammanin, bayyananne kuma tana haɓaka amana.

Bambanci: Ƙarfin faɗakarwa yana neman haƙƙoƙi, tsari, alhaki da bayyana gaskiya.

Da'a da ingancin duba tebur

yanki

Abin da za a duba

kasadar hana

fasaha lahani

hannu, fuska, rubutu, baki

Buga/buga abin kunya

Tsarin

Rate, ƙuduri, zubar jini

clipping, kura

Haƙƙin mallaka/ kwatankwaci

Kamanceceniya da aikin / alamar

keta haddi

samun dama

Sabanin, iya karantawa

warewa, korafi

wakilci

stereotype, son zuciya

asarar suna

Daidaiton saƙo

Farashin, kwanan wata, bayanai

tallan karya

bayyana gaskiya

Tsari daidaito

asarar amana

Kuskuren gama gari

• Ketare ƙofar dubawa: Tsallake binciken ƙarshe da ba da aiki mara lahani/ba daidai ba don isarwa da sauri.
• Boye AI: Ƙirƙirar asarar amana lokacin da aka bayyana daga baya; Kasance mai gaskiya da farko.
• Samar da hotuna masu ɓarna: abun ciki na karya a matsayin gaske; keta da'a da shari'a.
• Yin watsi da son zuciya: Yin haɗari na mutunci ta hanyar rashin fahimtar wakilcin ra'ayi.
• Ba saita tsammanin: Rashin tattaunawa akan bita, tsari da haƙƙoƙin tun farko da samun sabani.

a takaice

A cikin shekarun AI, mafi kyawun kadari na mai zane shine amana, kuma wannan amana; Ana kiyaye amfani da ɗabi'a ta ingantaccen iko mai inganci da sadarwar abokin ciniki na gaskiya. Ka'idodin ɗabi'a sune gaskiya, sahihanci, rashin yaudara, wakilci na gaskiya da mutunta aikin ɗan adam. Ƙofar duba abubuwa bakwai kafin isarwa (raɓawa, tsari, alama, haƙƙin mallaka, samun dama, wakilci, daidaiton saƙo) yana kiyaye haɗarin samarwa cikin sauri. Kasance mai gaskiya tare da abokin ciniki daga farkon zuwa ƙarshe game da tsammanin da aiwatar da duka biyun yana tabbatar da aikin kuma yana kiyaye ƙimar sana'a. AI mataimaki ne; Suna, alhaki da kuma faɗin ƙarshe na mai zane ne.

Aikin aikace-aikace

Ɗauki ƙirar da kuka ƙirƙira kuma yi amfani da ƙofar duba ingancin abu bakwai a ciki kuma rubuta "wucewa/fail + grade" ga kowane abu. Yi bita na daban don wakilci / son zuciya. Sannan rubuta rubutun gabatarwar abokin ciniki da rubutun taƙaitaccen isarwa don wannan aikin. A ƙarshe, lura da kanku ƙa'idodi guda uku masu ɗorewa waɗanda kuka cire daga wannan tsarin.

jerin abubuwan dubawa

• [ ] Na aiwatar da ƙofar kula da ingancin abubuwa bakwai.
• [ ] Na kuma bincika don wakilci / son zuciya.
• [ ] Na duba daidaiton farashin/ kwanan wata/bayani a cikin saƙon.
• [ ] Na shirya m bayanai ga abokin ciniki daga farkon.
• [ ] Na fayyace tsari, hakkoki da nauyi a cikin ƙaddamarwa.
• [ ] Na tabbatar da cewa ban samar da hotuna masu ɓarna ko mara izini ba.

Gwajin Module

1. Wani mai zane ya buga hoton da basirar wucin gadi ya samar akan katunan menu guda 500 ba tare da wani kulawa ba, kuma ya zama cewa hannun mutum yana da yatsu shida. Menene babban darasi na wannan halin?

• A) Aika fitar da bayanan sirri na wucin gadi zuwa bugu / bayarwa ba tare da bincika lahani ba; Yin watsi da cewa alhakin yana kan mai zane ✔
• B) An haramta yin amfani da hankali na wucin gadi wajen samar da gani
• C) Ba a tsara katin menu a cikin ma'auni na murabba'in 1:1 ba
• D) Dole ne adadin bugu ya wuce 500

Bayani: Haɓaka Hoto AI na iya samar da ingantaccen aiki amma aibi na zahiri (hallucinatory). Alhakin mai zane ne ya duba maki kamar hannu, fuska, rubutu da gefuna don lahani kafin bayarwa ko bugu.

2. Wanne daga cikin waɗannan shine mafi kyawun bayani don samar da hoto mai hankali (hoton AI)?

• A) Samfurin yana karanta hoton da ke kan ku kuma ya zana shi daidai
• B) Samfurin ba zai iya sanin abin da ba a bayyana ba; Yana fassara faɗakarwa kuma yana gina hoton a ƙididdiga, kuma wannan faɗakarwa na iya ba da sakamako daban-daban ✔
• C) Saurin guda ɗaya koyaushe yana samar da ainihin hoto iri ɗaya
• D) Samfurin koyaushe yana rubuta rubutu da kyau saboda ya san haruffa a matsayin ma'ana.

Bayani: Samfurin tushen yadawa suna farawa daga hayaniyar bazuwar kuma a hankali suna gina hoton don dacewa da hanzari; Ba zai iya karanta hoton da ke kan ku ba, yana iya fassara abin da kuka rubuta kawai. Saboda haka, wannan faɗakarwa na iya ba da sakamako daban-daban kowane lokaci.

3. Me ya sa ba za a zana sunan tambari ko banner kai tsaye ta hanyar basirar wucin gadi da ke samar da hoton ba?

• A) Hankali na wucin gadi koyaushe yana rubuta rubutun daidai, babu matsala
• B) An haramta ƙara rubutu bisa doka
• C) Tunda hankali na wucin gadi ya kwaikwayi rubutu a siffa, sau da yawa yakan gurbata shi kuma ba za a iya gyara abin da aka fitar ba; ✔ dole ne a ƙara rubutu daga baya a cikin shirin ƙira
• D) Rubutu ya bayyana daidai a cikin rabo 16:9 kawai

Bayani: Siffofin gani suna kwaikwayon haruffa a siffa, ba ma'ana ba; don haka sau da yawa yana lalata rubutun kuma ba za a iya gyara abin da aka fitar ba. Hanyar da ta dace ita ce samar da hoton ba tare da rubutu ba kuma ƙara rubutu daga baya (a matsayin vector) a cikin shirin ƙira.

4. Zagaye na bita guda uku ana ɓarna akan hanyar 'al'ada amma jin daɗi' ga abokin ciniki saboda kowa yana mafarkin wani abu daban. Menene madaidaicin hanya don rage wannan matsalar?

• A) Yin zane na ƙarshe kai tsaye ba tare da baiwa abokin ciniki wani zaɓi ba
• B) Kwafi aikin alamar gasa da gabatar da guda ɗaya
• C) Barin adadin sake dubawa mara iyaka a cikin kwangilar
• D) Cire rashin tabbas daga farkon ta hanyar gabatar da 2-3 nau'ikan abubuwan gani daban-daban (moodboards) ga abokin ciniki da sanya shi zaɓi ɗaya ✔

Bayani: Moodboard kayan aiki ne na yanke shawara; Gabatar da abokin ciniki tare da nau'ikan gani daban-daban na 2-3 maimakon guda ɗaya kawai yana yanke rashin fahimta, ya haɗa da abokin ciniki a cikin yanke shawara kuma yana rage zagaye na bita.

5. A cikin kwatanci, abin da aka ƙulla ya kasance cikakke amma hannun adadi ya karkata. Wace hanya ce mafi kyau don gyara wannan aibi guda ɗaya ba tare da rasa sanannen hoton ba?

• A) Zabi wurin da ba daidai ba ne kawai da sake haifar da shi tare da fenti, adana sauran ✔
• B) Maimaita dukkan hoton daga karce
• C) Canza yanayin rabo
• D) Ka bar hoton yadda yake kuma ka isar da shi

Bayani: Yin zane yana ba da damar kawai zaɓin yanki na hoton (mummunan hannu) don sake bugawa; Don haka, ana yin gyare-gyaren tabo ba tare da sake fitar da dukkan hoton ba kuma an rasa abin da ake so.

6. Wanne daga cikin waɗannan shine daidaitaccen aikin basirar ɗan adam a ƙirar tambari?

• A) Samar da tambarin isarwa ta ƙarshe azaman raster kai tsaye
• B) Ƙirƙirar alama da ra'ayoyin misalan; ✔ mai zane yana zana tambarin ƙarshe a cikin vector daga karce
• C) Rubuta sunan alamar daidai a cikin hoton
• D) Ƙirƙirar amana ta hanyar kama da alama data kasance

Bayani: Don fasaha (raster / vector), rubutu (rubutun karya) da haƙƙin mallaka (kwatankwacin kamanni) dalilai, fitowar AI ba zai iya zama tambarin ƙarshe ba. Hankali na wucin gadi yana haifar da ra'ayoyin tambari / ra'ayi; Mafi ƙarfi, mafi kyawun ra'ayi na asali an zana shi ta mai zane a matsayin vector daga karce.

7. Rubutun launin toka mai haske ba za a iya karantawa akan bangon haske mai haske ba. Wace ka'ida ta hana wannan matsala a cikin yanke shawara mai launi?

• A) Yin amfani da launuka masu yawa kamar yadda zai yiwu
• B) Kawai kallon yadda yayi kyau akan allon launi
• C) Tabbatar da isasshiyar bambanci (samun dama) tsakanin rubutu da bango da kuma sarrafa palette ✔
• D) Ci gaba da bambance-bambancen ƙananan kuma pastelize launi

Bayani: Dole ne a sami isasshen bambanci tsakanin rubutu da bango don samun dama; Ya kamata kowa ya iya karatu, gami da masu nakasa gani. Ya kamata a tabbatar da shawarwarin palette tare da mai duba bambanci.

8. Menene hanya mafi kyau don yin rubutu da shimfidawa masu amfani yayin samar da hoto don banner rangwame?

• A) Bari hankali na wucin gadi ya zana duk rubutu da farashi cikin hoton
• B) Matsa abubuwa da rashin barin wani sarari
• C) Sanya kowane kashi daidai da girmansa ba tare da kafa matsayi ba
• D) Ƙirƙirar bango tare da sarari don rubutu kuma ƙara suna da bayanai ta hanyar daidaita su a cikin shirin ƙira ✔

Bayani: Madaidaicin shimfidar wuri yana buƙatar daidaitaccen pixel, rubutun da za a iya gyarawa da jeri. Madaidaicin kwarara: samar da bango tare da hankali na wucin gadi don barin sarari don rubutu, sannan ƙara take da bayanai ta hanyar daidaita shi a cikin shirin ƙira.

9. Tunda an samar da saitin social media na carousel tare da tsaba 6 daban-daban da kuma motsa jiki, yana fitowa a cikin fitilu da sautuna daban-daban guda 6 kuma yana da kyau. Wace hanya ce mafi inganci don magance wannan sabani?

• A) Yin amfani da tsayayyen tsari da iri iri ɗaya kuma canza batun kawai ✔
• B) Ci gaba da samar da kowane firam a cikin salo daban-daban
• C) Hotunan da ake yanke makafi zuwa dandamali daban-daban
• D) Kada ku damu da daidaito, gudun ya isa

Bayani: Don saita daidaito, ana amfani da ƙayyadaddun tsari na gaggawa (palette, sautin, salo) da iri ɗaya idan zai yiwu; don haka ɓangarorin suna gudana kamar labari ɗaya tare da haske da jin daɗi iri ɗaya.

10. Mai ƙira yana isar da ɗanyen hoton da aka samar gabaɗaya ta hanyar hankali na wucin gadi ga abokin ciniki, yana cewa 'duk haƙƙin naku ne'; Lauyan abokin ciniki ya ce canja wurin haƙƙin ba shi da tabbas. Menene hanya madaidaiciya don rage wannan haɗari?

• A) Ci gaba da isar da danyen kayan aiki ba tare da canza shi ba
• B) Canza kasuwancin da fayyace kwangilar ta hanyar ƙara mahimman bayanai na ɗan adam zuwa ga ɗanyen kayan aiki ✔
• C) Boye batun canja wurin haƙƙin daga abokin ciniki
• D) Yin amfani da sunan sanannen mai fasaha a cikin hanzari

Bayani: A yawancin tsarin shari'a, net ɗin sarauta maiyuwa ba zai taso ba daga fitowar bayanan sirri mai sarrafa kansa. Canza aikin ta hanyar ƙara mahimmancin shigarwar ɗan adam (haɗin kai, rubutun rubutu, tsarin launi, sake gyarawa) zuwa ingantaccen fitarwa yana ƙarfafa duka asali da filaye na doka.

11. Ana amfani da sunan fitaccen mai zane da ke zaune a kan fasikanci, kuma abin da aka fitar ya yi kama da irin salon wannan mawaƙin; mai zane abubuwa. Wace hanya ce da ta dace don hana faruwar hakan tun da farko?

• A) Ci gaba da amfani da sunan mai zane saboda basirar wucin gadi
• B) Buga fitarwa ba tare da duba shi kwata-kwata ba
• C) Rashin amfani da sunaye a cikin hanzari; Bayanin ƙayatarwa kawai tare da halaye mara kyau (launi, laushi, haske, tsari) ✔
• D) Don kawar da kamance ta hanyar canza rabon hoton

Sanarwa: Yin amfani da sunan mawaƙi mai rai a cikin hanzari zai zama cin kasuwa ne na salon sa na musamman kuma yana ɗaukar haɗari na ɗabi'a / doka. Ya kamata a siffanta ƙaya da ake so tare da halaye mara kyau (launi, rubutu, haske, goge goge) maimakon alamar/hali/ sunan mai fasaha.

12. Me ya sa haɗarin 'kamanci da gangan' da zai iya tasowa a cikin hotunan da aka yi da basirar ɗan adam ke da muhimmanci?

• A) Ba ya ɗaukar haɗari saboda kamanni yana haifar da hankali na wucin gadi
• B) Kwatankwacin abu ne kawai idan ƙuduri ya yi ƙasa
• C) Kwatankwacin kawai a cikin launi mai launi
• D) Fitowar na iya kama da aikin da ke akwai ko alamar kasuwanci kuma ya haifar da keta haƙƙin mallaka/tambarin kasuwanci; Binciken kamanni aikin mai zane ne ✔

Bayani: Samfurin na iya samar da fitarwa mai haɗari da kamanceceniya da kayan tarihi, hali, ko tambarin alama saboda bayanan da aka horar da su. Duba wannan tare da bincike na gani yana hana haɗarin haƙƙin mallaka/ keta haƙƙin kasuwanci; 'Babban hankali da aka samar' baya halatta kamanceceniyar.

13. Menene mafi mahimmancin haɗari da taka tsantsan a cikin aikin aiki inda aka samar da hotuna da yawa da sauri tare da basirar wucin gadi?

• A) Sadaukar iko ga sauri; Rigakafin isarwa don kafa ƙofar dubawa (lalacewar, kamanni, lasisi, daidaiton alamar) ✔
• B) Samar da hotuna da yawa kamar yadda zai yiwu shi kaɗai yana ƙara inganci
• C) Rashin karanta lasisin abin hawa kwata-kwata
• D) Fara kowane aikin daga karce kuma ba amfani da samfuri ba

Bayani: Yayin da saurin ya karu, tarkon sadaukar da iko don gudun yana tasowa. Daidaitaccen ma'auni: yin amfani da AI da karimci wajen zayyanawa da zayyanawa, da wuce gona da iri ta kowane hoto ta ƙofar duba don lahani, kamanceceniya, ba da lasisi da bin ƙa'ida kafin bayarwa.

14. A kan fosta kafin isarwa, rubutun AI-ƙirƙira '30% kashe' ya saba wa '40%' a cikin taƙaitaccen bayani, yana haifar da mummunan hannu. Menene hanyar da ke kama irin waɗannan kurakurai?

• A) Aika hoton don amincewa ba tare da duba shi kwata-kwata ba
• B) Aiwatar da ƙofar kula da ingancin abu guda bakwai (lalacewar, tsari, haƙƙin mallaka, samun dama, wakilci, daidaiton saƙo) kafin isarwa ✔
• C) Kallon kawai don sanya hoton yayi kyau
• D) Barin daidaiton rubutu gaba ɗaya zuwa hankali na wucin gadi

Bayani: Ƙofar kulawar inganci kafin isar da abubuwa bakwai (lalacewar fasaha, tsari, yarda da alama, haƙƙin mallaka / kamanni, samun dama, wakilci / son zuciya da daidaiton saƙo) yana gano duka lahani na gani da kurakuran saƙo kamar farashin / kwanan wata, hana ɓarna da kurakuran bugawa.