Naúrar 11 / 11

Haɗuwa Daga Ƙarshe Zuwa Ƙarshe: Nazarin Harka na otal da Hukumar da taswirar hanya

Riba:

  • Ikon haɗa dukkan ayyukan aiki, daga ajiyar kuɗi zuwa bita, a cikin yanayin ƙarshe zuwa ƙarshe wanda ke goyan bayan bayanan ɗan adam
  • Ikon kafa taswirar hanyar amfani da hankali mai mahimmanci, mai aunawa don kasuwancin ku
  • Ikon tsara tsarin dubawa da haɓakawa wanda ke haɗa inganci, sirri da tabbacin ɗa'a cikin matakai

A cikin raka'a goma da suka gabata, mun yi amfani da hankali na wucin gadi (AI) ɗaya bayan ɗaya a cikin ayyuka daban-daban na yawon shakatawa: ajiyar kuɗi, sarrafa kudaden shiga, sabis na harsuna da yawa, keɓancewa, abun ciki, nazarin bita, ayyuka, F&B. Wannan rukunin ƙarshe yana haɗa waɗannan sassa zuwa hoto ɗaya. Manufar ita ce canza AI daga wani abin wasan wasan yara da aka gwada a kusurwar kasuwancin ku zuwa mai aminci da ma'auni mai sauri wanda aka haɗa a duk lokacin balaguron baƙi. Za mu gudanar da wannan ta hanyar shari'a, sannan mu kafa taswirar hanya da aka ba da fifiko da ingantaccen tsarin tantancewa don kasuwancin ku.

AI a duk tafiyar baƙo

Ana iya tunanin tafiyar baƙo a matakai biyar, kuma AI yana ɗaukar wani aiki daban a kowane mataki. Bari mu ga wannan a tebur guda.

Mataki

Menene baƙo yake yi?

AI ta manufa

Wanda ya yarda

Wahayi/Bincike

Wurin bincike

Abun ciki, SEO, tsarin sadarwar zamantakewa

Editan abun ciki

Ajiye

Yana zaɓar ɗaki/ yawon shakatawa

Yanayin farashi, taƙaitaccen tashar, rubutun tabbatarwa

manajan kudaden shiga

Kafin zaman ku

Ya shirya ya tambaya

Amsa na yaruka da yawa, tayin upsell

Dangantakar baƙi

masauki

abubuwan da suka faru

Tsarin aiki, hasashen F&B, amsa nan take

manajan ayyuka

bayan

Yana rubuta sharhi kuma ya dawo

Binciken sharhi, amsawa, yakin aminci

Jami'in tallace-tallace

Wannan tebur taswira ce ta dukkan tsarin. Sanarwa: a cikin kowane layi aikin AI shine "shaci/rubutu/bincike", yayin da yarda koyaushe yana kan ɗan adam. Ƙarshe-zuwa-ƙarshen haɗin kai yana nufin sanya AI a duk matakai biyar amma ba cire ingantaccen mutum a kowane mataki ba.

Haɗin kai: Otal ɗin bakin teku mai daki 90

Bari mu bi ta misali. "Deniz Boutique Hotel" yana da dakuna 90 wanda ke aiki akan lokaci kuma yana karɓar mafi yawan kuɗin shiga daga OTA. Gudanarwa ya yanke shawarar mika AI zuwa duk tafiya.

Wahayi/Bincike: Tallace-tallacen tallace-tallace da gyare-gyaren kwatancen don ɗakunan 90 da yawon shakatawa 12 a cikin AI tare da jagorar murya ta alama; Yana tabbatar da duk wani da'awar. Sakamako: Lokacin sabunta abun ciki yana raguwa daga makonni zuwa kwanaki.

Ajiye: Kowace safiya, mai sarrafa kudaden shiga yana ba da wurin zama da bayanan karba ga AI kuma yana karɓar yanayin farashi; Mai fafatawa ya tabbatar da farashin tare da ainihin abin hawa kuma ya yanke shawarar kansa. Ana shirya rubutun fadada tashar kai tsaye tare da taƙaitaccen rarraba tashoshi.

Kafin zama: Tambayoyin baƙo sun amsa a cikin mintuna tare da daftarin amsa yaruka da yawa; aikata Lines suna cike da ainihin bayanai. Ana aika imel na tushen kashi na upsell tare da ainihin kaya.

Matsuguni: Kula da gida yana karɓar rubutun canji daga AI tare da gaggawar fitar da ba a san su ba; Mai gudanarwa ya amince da hani na doka. Yanayin buƙatun don karin kumallo yana rage sharar gida; Ana kuma tabbatar da bayanin allergen a cikin kicin.

Bayan haka: An taƙaita maganganun kowane wata ba tare da suna ba ta AI; ana ɗaukar siginar jigo cikin aiki; an rubuta amsoshi da sautin alama, alƙawura tare da manufofin gaske.

A ƙarshen kakar wasa, otal ɗin: yana adana babban lokaci akan samar da abun ciki, rage lokacin amsawa, rage ɓata lokaci, da haɓaka RevPAR - duk yayin da yake riƙe yardar ɗan adam.

Tsanaki: Babban ɓarna na haɗin kai na ƙarshe-zuwa-ƙarshe shine cire matakan amincewa "don gudun" yayin da haɓakar haɓakawa. Cire yarda yana ƙara haɗari, ba inganci ba; Haɗin kai ba game da kawar da yarda ba ne, amma game da saka shi cikin kwarara.

Taswirar hanya: inda za a fara

Ƙoƙarin yin komai a lokaci ɗaya shine girke-girke na rashin nasara. Hanyar da ta dace ita ce fifiko: farawa tare da ƙananan haɗari + ayyuka masu girma, motsawa kamar yadda amincewa da fasaha ke ginawa.

fifiko

Nau'in manufa

Hadarin

abin da ake samu

jeri

Da sauri farawa

Daftarin abun ciki/amsa, taƙaitaccen sharhi

ƙananan

babba

1

igiyar ruwa ta biyu

Takaitacciyar buƙatu/zazzagewa, ƙara rubutu

matsakaici

babba

2

balaga

Yanayin farashin, tsarin aiki

babba

matsakaici-high

3

gwani amfani

Overbooking, F&B hasashen

mai girma

Mai canzawa

4

Fara daga layi na 1; shigar da tabbaci, keɓantawa da kariyar ɗabi'a a kowane mataki; auna; sai acigaba zuwa mataki na gaba.

Nagarta da xa'a sun tabbatar da zagayowar tantancewa

An kafa haɗin kai sau ɗaya kuma ba a manta ba; ana dubawa akai-akai. Ƙaddamar da zagayowar sauƙi: Tsara → Yi → Auna → Dubawa → Ingantawa. Zaɓi ƴan sauƙi masu sauƙi don auna: lokacin da aka ajiye akan kowane ɗawainiya, ƙimar kuskuren fitarwa (kurakurai da aka kama cikin inganci), lokacin amsa baƙo, gamsuwa, da ƙididdige abubuwan da suka faru na sirri (manufa: sifili). A cikin tantancewa, duba: shin akwai ɓoyayyen bayanan sirri, an buga ƙirƙira lamba/da'awar, an kiyaye sautin alamar, an tsallake matakan amincewa? Wannan sake zagayowar yana sa AI ya zama mafi aminci kuma mafi inganci akan lokaci.

uku mini lokuta

Case 1 - Sikeli a daidai tsari. Ɗayan sarkar da farko ta yi amfani da AI kawai a cikin taƙaitaccen sharhi da jigon abun ciki (Row 1); A cikin watanni 2, ƙungiyar ta sami amincewa da fasaha, kuma adadin kuskure ya ragu. Daga nan sai suka matsa zuwa yanayin farashin farashi da tsarin ayyuka (Row 3). Hanyar da aka tsara ta ƙara haɓakawa da tsaro.

Case 2 - The decertification tarkon. Don hanzarta sake dubawa, otal ɗaya ya cire amincewar ɗan adam kuma ya ba bot damar buga kai tsaye. A cikin mako guda, bot ɗin ya yi alƙawarin ƙaryar biyan diyya don wani ƙararrakin da aka yi kuma aka lalata sunan su. An sake dawo da amincewa cikin kwarara; Gudun ya ragu kaɗan, amma an kawar da haɗarin. Darasi: haɗin kai baya cire yarda, yana shigar da shi.

Case 3 - Makanta ba tare da aunawa ba. Wata hukumar ta fitar da AI a ko'ina amma babu abin da aka kama; Bai san abin da ya ci nasara ba da kuma inda ya yi kuskure. Ta hanyar kafa madauki mai sauƙi (lokacin lokaci, kuskure, gamsuwa, taron sirri), ya sami damar fadada ayyukan biyan kuɗi mafi girma kuma ya gyara masu rauni. Wadanda ba su auna ba ba za su iya sarrafawa ba.

Tsarin rauni / Tsari mai ƙarfi

Tsari mara ƙarfi:

Bari mu fara amfani da hankali na wucin gadi a duk sassan nan da nan, sarrafa farashi mafi haɗari da yanke shawara mai yawa da rage yarda.

Wannan shirin yana da haɗari: yana farawa tare da yanke shawara mafi haɗari, yana raunana yarda, babu ma'auni.

Tsari mai ƙarfi:

Matsayinku: Mai ba da shawara kan canjin AI. Ma'anar: [nau'in otal/aiki, ƙungiya, akwai kayan aiki]. Aiki: ba mu shawarar taswirar AI mai mataki 3. Mataki na 1 ya kamata ya zama ƙananan haɗari, ayyuka masu girma kawai (abun ciki / amsawa / taƙaitawa). Ga kowane ɗawainiya: ƙididdige biyan kuɗi, haɗari, matakin tabbatarwa da ake buƙata, ma'aunin sirri, da nuna alama don aunawa. Kar a cire matakan amincewa a kowane mataki.

Samfurin: rahoton haɗin gwiwa:

Lokaci: [wata]. Bayanan da ba a san su ba: lokaci kowane ɗawainiya, adadin kurakurai, lokacin amsawa, gamsuwa, abin da ya faru na sirri [tebur] .Aiki: kwatanta kowane mai nuna alama akan lokacin da ya gabata, yi alama wuraren ingantawa da lalacewa, bayar da shawarar ingantawa na 3. Ƙirƙirar lambar ba bayanan ba.

Samfura: sabon kimanta haɗarin manufa:

Ina so in ƙara sabon aikin AI: [bayanin aiki]. Aiki: Rarraba wannan ɗawainiya ta matakin haɗari (ƙananan / matsakaici / babba / mai girma), lissafin da ake buƙata ikon amincewar ɗan adam, tantancewa da matakan sirri, ba da shawarar wane tsari ya kamata a sanya shi cikin taswirar hanya.

Samfura: daftarin manufar amfani da AI don ƙungiyar:

Magana: [kasuwanci]. Aiki: rubuta daftarin manufofin amfani da AI mai shafi 1 don ƙungiyar. Haɗa: waɗanne ɗawainiya suke amfani da AI, waɗanda bayanai ba a taɓa shigar da su ba, ƙa'idodin tabbatarwa ga kowane fitarwa, hukumomin yarda, keɓancewa da manufofin ɗa'a. Sautin alama: bayyananne kuma mai iya aiki.

Kuskuren gama gari

  • Farawa daga manufa mafi haɗari. Farawa tare da farashi / overbooking yana lalata amana da tsaro; Fara daga layi na 1.
  • Cire yarda. Cire yarda saboda dacewa yana ƙara haɗari; tabbatarwa a cikin tanda.
  • Ba aunawa ba. Kasuwancin da ba ya bin diddigin alamomi ba zai iya sanin abin da ya samu da kuma inda ya yi kuskure ba.
  • Saita shi sau ɗaya ka manta da shi. Haɗin kai shine zagayowar sa ido akai-akai.
  • Barin sirri da xa'a na gaba. An shigar da tabbaci daga farko zuwa kowane mataki.
Tukwici: Sanya taswirar ku a cikin tebur: haɗari, lada, tabbatarwa, ma'aunin sirri, ikon amincewa, da mai nuna alama don auna kowane ɗawainiya. Wannan tebur guda ɗaya yana nuna a kallo duka biyun inda za a fara da abin da za a kare a kowane mataki.

a takaice

Ƙarshe-zuwa-ƙarshen haɗin kai yana nufin shigar da AI a cikin dukkanin matakai guda biyar na tafiyar baƙo, amma ba tare da cire yardar ɗan adam a kowane mataki ba. Hanyar da ta dace tana sannu a hankali: farawa tare da ƙananan haɗari-high-lada ayyuka da kuma motsawa kamar yadda dogara da ƙwarewa; shigar da tabbaci, keɓantawa da kiyaye ɗa'a a kowane mataki; kuma don ci gaba da haɓaka ta hanyar Tsarin-Do-Auna-Duba-Inganta sake zagayowar. Jumla ɗaya da kuka koya cikin wannan tsarin ta taƙaita duka: AI mataimaki ne mai ƙarfi; taki, daftari da nazari nasa ne; Shawarar, daidaito da alhakin naku ne.

Aikin aikace-aikace

Ƙirƙiri taswirar hanya ta AI mai kashi 3 don kasuwancin ku (ko wurin hasashe) tare da samfurin "Tsarin wutar lantarki". Ga kowane ɗawainiya, rubuta haɗarin, lada, matakin tabbatarwa, ma'aunin sirri, ikon amincewa, da mai nuna alama don aunawa a cikin tebur. Zaɓi manyan ayyuka uku don farawa daga Jeri na 1, ƙara tsarin ma'auni mai sauƙi na wata ɗaya, kuma rubuta mahimman ka'idoji guda uku waɗanda kuka koya daga wannan tsarin a saman taswirar hanya.

jerin abubuwan dubawa

  • [ ] Na tsara matakai biyar na tafiyar baƙo zuwa ayyukan AI?
  • [ ] Shin na fara taswirar hanya daga ƙananan ayyuka masu haɗari?
  • [ ] Shin na ayyana tabbaci, sirri da ikon amincewa ga kowane ɗawainiya?
  • [ ] Na gano sauƙaƙan alamomi don aunawa?
  • [ ] Na binne matakan amincewa a cikin kwarara, ban cire su a kowane mataki ba?

Gwajin Module

1. Manajan kudaden shiga ya shiga farashin dakin gobe wanda bayanan wucin gadi ya ba da shawarar shiga cikin tsarin kai tsaye ba tare da tantance kasuwa ko masu fafatawa ba. Menene babban kuskure a cikin wannan hanya?

  • A) Hankali na wucin gadi yana canza yanayin farashin zuwa yanke shawara ba tare da wucewa ta kasuwa ba, mai fafatawa da tabbatarwa ta alama; Yin watsi da cewa alhakin yana kan mutane ✔
  • B) An haramta yin amfani da hankali na wucin gadi wajen sarrafa kudaden shiga
  • C) Hankali na wucin gadi koyaushe yana nuna farashin ƙasa fiye da yadda yake
  • D) Ba a gabatar da farashin a cikin tebur ba

Bayani: Hankali na wucin gadi yana samar da yanayin ƙididdiga don farashin; Koyaya, farashin ƙarshe ya dogara da yanayin kasuwa, matsayi na alama da iyakokin ɗa'a, kuma shawarar ta ta'allaka ne ga manajan da ke da alhakin. Fitowar da ba a tantance ba tana kama da yanke shawara mara sa hannu.

2. Ma'aikacin tebur na gaba yana liƙa sunan baƙo, lambar fasfo, da lambar ɗaki a cikin kayan aikin AI na jama'a kuma ya nemi daftarin amsa. Me yasa wannan ba daidai ba ne?

  • A) Domin basirar wucin gadi na iya samar da amsoshi cikin Turanci kawai
  • B) Ƙirƙirar haɗarin keta haddin KVKK/GDPR da zubewar bayanai ta hanyar ba da bayanan sirri ga buɗaɗɗen kayan aiki ba tare da ɓoye suna ba ✔
  • C) Daftarin amsa ya yi tsayi da yawa
  • D) Amsa ga baƙo yana aiki ba dole ba ne

Bayani: Bayanan baƙo da ajiyar bayanan bayanan sirri ne tsakanin iyakar KVKK/GDPR; Lokacin da aka shigar da motar budewa, ta fita daga cibiyar kuma ta haifar da cin zarafi. Hanyar da ta dace ita ce ɓoye bayanan kuma a raba mahallin da ya dace kawai.

3. Tambayi hankali na wucin gadi "Mene ne adadin zama na otal ɗinmu a bara?" Lokacin da aka tambaye shi ba tare da bayar da wani bayani ba, samfurin yana samar da adadin tabbaci na "kusan 74%." Menene ake kira wannan yanayin kuma ta yaya za a iya hana shi?

  • A) Ana kiran wannan 'caching' kuma ana hana shi ta hanyar tambaya da sauri
  • B) Ana kiran wannan 'encryption' kuma kalmar sirri ta hana shi
  • C) Ana kiran wannan 'hallucination'; Ana hana shi ta hanyar samar da bayanai daga tsarin na cibiyar da kuma tabbatar da kowace fitarwa ✔
  • D) Ana kiran wannan 'kwarewa' kuma ana hana shi ta hanyar yin rikodi akai-akai

Bayani: Lokacin da samfurin ya daidaita bayanan da kyau wanda ba ya samun dama, ana kiran shi hallucination. Kariyar ita ce samar da lambobi da ƙididdiga daga tsarin ƙungiyar (PMS, manajan tashar, lissafin kuɗi), ba daga ƙwaƙwalwar ƙirar ba, kuma don tabbatar da kowane fitarwa.

4. Menene ma'anar RevPAR a cikin ayyukan otal?

  • A) Matsakaicin lokacin da aka kashe kowane baƙo
  • B) Yawan baƙi kowane ma'aikaci
  • C) Jimillar ribar otal din na shekara
  • D) Kudaden shiga kowane ɗakin da za'a iya siyarwa (mai nunin haɗawar zama da matsakaicin farashin ɗaki) ✔

Bayani: RevPAR (Revenue Per Samus Room) yana nufin kudaden shiga kowane ɗakin da za a iya siyarwa kuma yana haɗa yawan zama da matsakaicin ƙimar ɗaki (ADR) zuwa lamba ɗaya; Yana daya daga cikin manyan alamomin sarrafa kudaden shiga.

5. Botbot mai harsuna da yawa ya yi wa baƙo alkawarin 'canja wurin filin jirgin sama kyauta' wanda ba ya faruwa saboda kuskuren fassara. Wace hanya ce ta rage wannan haɗari?

  • A) Haɗa martanin da ke ɗauke da alƙawura da manufofi zuwa amincewar ɗan adam da iyakance bot zuwa ingantattun samfuran ✔
  • B) Rufe bot gaba daya kuma ba da sabis ta waya kawai
  • C) Aika daidaitattun amsa iri ɗaya ga duk baƙi, ba tare da la'akari da yare ba
  • D) Ƙara ƙarin harsuna ba tare da taɓa bincika fassarar ba

Bayani: Fassarar atomatik da amsawa na iya haifar da aikata karya. Amsoshin da suka ƙunshi farashi, sadaukarwa, da manufofin dole ne su sami amincewar ɗan adam kafin bugawa; Ya kamata a iyakance bot ɗin zuwa ingantattun FAQs da samfuri kawai.

6. Menene ya kamata ya zama aikin hankali na wucin gadi a cikin shawarar wuce gona da iri?

  • A) Daidai tantance lambar wuce gona da iri kuma yi amfani da ita ta atomatik
  • B) Samar da al'amura dangane da yuwuwar sokewa / babu nuni; ✔ Hukuncin karshe da gudanar da koke-koke ya rage ga mutane
  • C) Hana wuce gona da iri gaba daya
  • D) Boye tallace-tallace ba tare da sanar da baƙi ba

Bayani: AI na iya haifar da hasashe da labari dangane da sokewa da yuwuwar nuni; Duk da haka, tun da yin fiye da kima yana ɗauke da rashin jin daɗin baƙi da haɗarin alama, yanke shawara ta ƙarshe ta kasance ga manajan da ke da alhakin wanda ke kula da biyan diyya da manufar kayan aiki.

7. Menene mafi mahimmancin haɗari a cikin nazarin ra'ayi na maganganun baƙi tare da basirar wucin gadi?

  • A) Comments kamata ya zama tabbatacce kawai
  • B) Binciken ji yana aiki da sauri
  • C) Kalaman karya, samfurin son zuciya, da rashin daidaituwar harshe na iya gurbata taƙaitaccen bayanin; Yana buƙatar tabbatarwa kafin juya zuwa yanke shawara ✔
  • D) Rashin sanya tsokaci a cikin tebur

Bayyanawa: Bayanan tsokaci na iya ƙunsar maganganun karya, rashin daidaituwar harshe, da ƙima; Kafin taƙaitaccen bayanin da aka samar ta hanyar fasaha na wucin gadi ya canza zuwa yanke shawara mai aiki, dole ne a gwada wakilcin samfurin da yuwuwar zamba.

8. Babban jami'in tallace-tallace yana buga da'awar da ba a tabbatar da su ba a cikin bayanin otal da aka samar da AI, kamar "mafi kyawun gani a cikin birni" da "shiga bakin teku na minti 5", ba tare da dubawa ba. Me yasa wannan yake da haɗari?

  • A) Bayanin ya yi guntu sosai
  • B) Artificial Intelligence ya rubuta da Turanci
  • C) Ba ya ƙunshi kalmomin SEO
  • D) Da'awar da ba a tabbatar da su ba da ƙari suna haifar da haɗarin ɓarna haɓakawa da amincin alama ✔

Bayyanawa: Hankali na wucin gadi na iya haifar da da'awar da ba ta dace ba ko ƙari; Tallace-tallacen yaudarar da aka buga yana haifar da haɗari dangane da dokokin mabukaci da amintaccen alama. Dole ne a tabbatar da da'awar a zahiri kafin bugawa.

9. Menene mafi kyawun koyarwa don ba wa haƙƙin ɗan adam lokacin shirya shawarwarin tashin hankali na keɓaɓɓen?

  • A) Samar da tayi mai tsauri wanda ke sanya mafi girman farashi akan kowane baƙo
  • B) Samar da shawarwari bisa haqiqanin haja da farashi, da rashin yin kage, da mutunta amincewar baqi ✔
  • C) Yin nazarin bayanan tarihin baƙo ta hanyar loda su zuwa kayan aiki na jama'a
  • D) Bayar da daidaitattun fakiti iri ɗaya ga kowane baƙo akai-akai

Bayyanawa: Dole ne shawarwarin su kasance bisa ainihin haja, ainihin farashi da amincewar baƙi; Yakamata a ba da hankali na wucin gadi ka'idar 'kada ku samar da kowane sabis, farashi ko samuwa wanda ban samar da bayanai ba', kuma yakamata a tsara tayin a cikin yare mara kyau.

10. Wane iyaka na fitarwa ya kamata a kiyaye yayin da ake tsara tsarin kula da gida da jadawalin canji tare da basirar wucin gadi?

  • A) Fitowa ya kamata koyaushe ya yi niyya ga mafi yawan aiki tare da mafi ƙarancin ma'aikata
  • B) Jadawalin wani tsari ne da ke ƙarƙashin dokar aiki, adalci da amincewar manajan; ✔ Kada a shafa ta atomatik
  • C) Za a iya samar da ginshiƙi don ma'aikatan waje kawai
  • D) Hakanan ya kamata a aika da ginshiƙi ga baƙi.

Bayani: AI na iya haifar da nauyin aiki da jadawalin jadawalin dangane da zama; amma jadawalin ƙarshe ya dogara ne akan dokar aiki (lokacin aiki, haƙƙin hutawa), adalci da amincewar ɗan adam. Fitowar shawara ce, ba umarni da za a aiwatar ta atomatik ba.

11. Menene mafi kyawun hanya dangane da al'amuran al'adu lokacin samar da abun ciki don masu sauraron baƙi masu al'adu da yawa?

  • A) Ɗaukar al'ada guda ɗaya da kuma amfani da ra'ayi iri ɗaya ga duk baƙi
  • B) Dogaro da fassarar atomatik ba tare da la'akari da bambance-bambancen al'adu ba
  • C) Nisantar stereotypes da ɗan adam yin bitar abun ciki don haɗawa da mahallin gida ✔
  • D) Amfani da karin karin gishiri a kan batutuwa masu mahimmanci

Bayani: Ya kamata a kauce wa ra'ayi da maganganun da ke cutar da ra'ayin addini/al'ada cikin abun ciki game da al'adu, addinai da harsuna daban-daban; Fitowar AI yakamata a yi bitar ɗan adam don haɗawa da mahallin gida.

12. Menene ya kamata a gaya wa AI da ke zana martanin bita don yin kuskuren fasaha a cikin korafin baƙo?

  • A) Rubuta kakkausar amsa yana zargin bako
  • B) Ya sanya ainihin lokacin mafita da diyya a cikin zuciyarsa kuma ya dauki nauyinsa.
  • C) Yana samar da daftarin mahimmanci kuma ya bar alƙawarin da cikakkun bayanai na fasaha don tabbatar da ɗan adam ✔
  • D) Yin watsi da korafi da godiya kawai

Bayani: AI na iya tsara amsa mai tausayi; Koyaya, alƙawura kamar lokacin ƙudurin kuskure, diyya da cikakkun bayanan fasaha dole ne su kasance bisa ainihin bayanan aiki kuma dole ne mutane su tabbatar da su. Alƙawarin mafita na karya ko ƙayyadaddun ƙayyadaddun ƙayyadaddun ƙayyadaddun alama.

13. Wane bayani dole ne ya kasance ƙarƙashin tabbacin ɗan adam lokacin yin menu da buƙatar tsinkaya tare da basirar wucin gadi a cikin ayyukan abinci da abin sha?

  • A) Font da launi na menu
  • B) Mahimman bayanai da suka shafi lafiyar baƙi kamar bayanan allergen da amincin abinci ✔
  • C) Yawan emojis a cikin menu
  • D) Kawai shafuka nawa ne menu ke da shi.

Bayani: Mahimman bayanai kamar bayanin allergen, amincin abinci da rabo / farashi kai tsaye yana tasiri lafiyar baƙo da bin doka; Dole ne mai izini ya tabbatar da menu ko hasashen da aka samar ta hanyar mai izini dangane da allergens da amincin abinci.

14. Menene mafi kyawun mataki na farko yayin kafa taswirar hanyar amfani da hankali ta hanyar kasuwanci?

  • A) Canja wurin duk yanke shawara zuwa hankali na wucin gadi lokaci guda da kuma cire yardar ɗan adam
  • B) Aiwatar da farashi mafi haɗari da yanke shawara da yawa da farko
  • C) Yin amfani da kayan aikin da yawa gwargwadon yiwuwa lokaci guda ba tare da wani tabbaci ba
  • D) Fara daga ƙananan haɗari, ayyuka masu girma da lada da haɗawa da tabbatarwa, sirri da kuma tabbatar da ɗa'a cikin kowane mataki ✔

Bayani: Mafi kyawun farawa shine farawa tare da ƙananan haɗari da ayyuka na ceton lokaci mai yawa (takaitaccen rahoto, jigon abun ciki, shawarwarin amsawa); Don ci gaba a aunawa ta hanyar haɗa tabbaci, sirri da kuma tabbacin ɗa'a a kowane mataki.