Ƙarshe-zuwa Ƙarshen Ƙarshen Ƙarshen Ƙarshe, Haɗin Ƙarshen Ƙarshen Samfura, Gudanarwa da Sabis na Rayuwa

Riba:

• Ƙarfin ƙaddamar da hankali na wucin gadi akai-akai a kowane mataki na layin samarwa, daga ra'ayi zuwa sabis na rayuwa, tare da rawa da ƙofofin tabbatarwa.
• Ikon kafa tsarin mulki tare da jerin kayan aiki da aka amince da su, ɗakin karatu na gaggawa/salon gama gari, horon shiga da rarraba bayanai
• Ikon kiyaye sirrin bayanan ɗan wasa da daidaiton ainihin wasan yayin amfani da AI azaman ma'auni mai yawa yayin lokacin sabis na rayuwa

A cikin raka'a goma da suka gabata, mun rufe AI a cikin kowane yanki, daga samfuri zuwa NPC, daga PCG zuwa kadara da samar da murya, daga lamba zuwa daidaituwa, daga QA zuwa haƙƙin mallaka. Amma ɗakin studio ya kamata ya yi amfani da waɗannan kayan aikin a daidaitaccen tsari kuma mai sauƙin sarrafawa, a cikin layin samarwa (bututu), maimakon tarwatsawa. A cikin wannan rukunin na ƙarshe, mun haɗu da guda ɗaya: ta yaya kuke haɗa AI a ma'aunin ƙungiyar, wane ƙa'idodin mulki kuke saita, ta yaya kuke kiyaye shi a zamanin sabis na rayuwa, kuma menene tsarin da ke sa duk wannan ɗabi'a da dorewa.

Wannan rukunin haɗin gwiwa ne: taswirar canza fasaha ta mutum zuwa ƙwarewar kamfani.

Sanya AI akan layin samarwa

Layin samar da wasan yana tafiya ta cikin matakai masu zuwa: ra'ayi → samfuri → samarwa (art, code, audio, content) → haɗin kai → QA → saki → sabis na rayuwa. AI yana taka rawa daban-daban a kowane mataki; amma ka'idar iri ɗaya ce: AI yana samar da daftarin aiki da sauri, ɗan adam ya tabbatar kuma ya mallaki. Makullin haɗin kai shine daidaito - kowa da kowa yana samarwa da kayan aiki daban-daban, masu inganci daban-daban, ba tare da sha'awar haifar da hargitsi ba. Studio ya kamata ya daidaita:

1. Jerin abubuwan hawa da aka yarda: Wane abin hawa ne ake amfani da shi don wane aiki, tare da wanne lasisi/amincewar tsaro.
2. Laburaren gaggawa da salo: sake amfani da tsokaci, katunan hali, jagororin salo a cikin ma'ajin gama gari.
3. Ƙofofin tabbatarwa: kowane fitowar AI ba zai iya ci gaba ba tare da wucewa ta wacce iko (gwajin lamba, haƙƙin mallaka, inganci).
4. Rubutun rikodi/provenance: abin da aka samar, tare da abin da ake nufi, tare da abin da zai, tare da abin da gudummawar mutum.
5. Rarraba bayanai: wane bayanai ke shiga cikin abin hawa ( sirri / na ciki / budewa).

Tukwici: Rubuta “Manual mai amfani AI” (takardar ciki mai shafi ɗaya): kayan aikin da aka yarda, amfani da aka haramta, wajibcin tabbatarwa, dokokin bayanai, tsarin rikodin. Wannan jagorar shine anka na daidaito yayin da ƙungiyar ke girma. Rubuta jagorar sau ɗaya kuma ku tuna; Saboda kayan aiki, lasisi, da yanayin shari'a suna canzawa cikin sauri, duba shi akai-akai azaman takaddar rayuwa kuma gabatar da shi ga kowane sabon memba na ƙungiyar a horon gabatarwa.

Mulki: wane, menene, ta wace ƙa'ida

Mulki yana fassara fatan alheri na mutum zuwa tabbacin ci gaba. ginshiƙai huɗu: Matsayi da iko - wanda ke yanke shawarar wane AI ke amfani da shi (misali yanke shawarar haƙƙin mallaka zuwa doka, yanke shawarar tsarin ƙirar don jagoranci). Manufa - dokoki da aka rubuta (bayanai, haƙƙin mallaka, tsaro, xa'a, sanarwa). Auditing - nazari na yau da kullun na abubuwan fitarwa, adana bayanai. Horowa - ƙwarewar ƙungiyar a cikin iyakokin AI, tabbatarwa, da ɗa'a. A cikin ɗakin karatu ba tare da gudanar da mulki ba, rashin kulawar mutum ɗaya (ƙwaƙwalwar bayanan sirri, keta haƙƙin mallaka) yana jefa aikin gaba ɗaya cikin haɗari.

Hankali: Yayin da ma'aunin ya karu, haɗarin yana ƙaruwa. Ba a yi rajista ba, abubuwan da ba a tabbatar da su ba wanda mutum ɗaya tare da AI ya samar za a lura da shi a cikin ƙaramin ƙungiyar; Ya ɓace a cikin ɗakin mutum 50 kuma ya fashe a iska. Mulki ba bureaucracy ba ne, amma tsarin tsaro ne wanda ke da ma'auni. Ingantacciyar gwamnati ba ta rage saurin gudu, tana ƙaruwa: ƙayyadaddun ƙa'idodi sun hana ƙungiyar sake yin muhawara akan kowace shawara, ƙofofin tabbatarwa suna kama kurakurai da arha, kuma ɗakunan karatu na gama gari suna rage kwafi.

Sabis kai tsaye: samarwa mara ƙarewa

Yawancin wasanni na zamani ba su ƙare da watsa shirye-shirye; A matsayin sabis na kai tsaye, koyaushe yana karɓar sabon abun ciki (lokaci, taron, abu, facin ma'auni). Wannan yana ɗaya daga cikin mahallin inda AI ya fi dacewa saboda sha'awar abun ciki ya kasance akai-akai: sabon ƙarni na manufa, nazarin bayanan mai kunnawa don daidaita ma'auni, taƙaitaccen ra'ayoyin al'umma, zane-zane na yanki. Amma a cikin sabis na raye-raye, haɗari guda biyu suna girma: sirrin bayanan (dole ne a kiyaye bayanan sirri lokacin da ake nazarin bayanan mai kunnawa) da daidaito (abin da ke bayan rafi ba dole ba ne ya karkata daga ainihin wasan). Yi amfani da AI azaman ma'auni mai yawa a cikin sabis na rayuwa; amma wuce kowace siga ta ƙofofin tabbatarwa iri ɗaya.

uku mini lokuta

Case 1 - Jagoran ya hana hargitsi. A cikin ɗakin studio na mutane 25, kowa yana samar da kayan aikin AI daban-daban; kadarorin sun kasance marasa daidaituwa, bayanan sun lalace. Gabatar da jagorar mai amfani da AI (ingantattun kayan aikin, ɗakin karatu na salon, ƙofofin tabbatarwa); A cikin watanni uku, daidaiton kadara da saurin isarwa ya ƙaru sosai, rashin tabbas na sarauta ya ragu.

Case 2 - Ma'aunin sabis na kai tsaye. Wasan kan layi ɗaya yana gwagwarmaya don samar da sabbin ayyuka 40 kowace kakar. Lokacin da aka kafa samar da aikin matasan tare da AI (high-level AI, control human), an haɓaka samar da abun ciki na yanayi da rabi; An ba da lokacin ɓata lokaci don daidaitawa da gogewa. Kowane ɗawainiya ya ci gaba da fuskantar aikin ɗan adam.

Shari'a ta 3 - Gwamnati ta hana ruwa gudu. Wani ma'aikacin jirgin yana gab da liƙa ƙirar lokacin da ba'a isar a kan motar jama'a. Manufar rarrabuwar bayanai na ɗakin studio da ƙuntatawar kayan aiki sun hana wannan (abin ciki na sirri kawai yana shiga kayan aikin da aka yarda da shi, wanda bayanansa ba ya zuwa horo). Manufar ta hana yiwuwar ɓarna / gasa mai yuwuwa.

Samfura huɗu masu kwafi

1) Draft AI mai amfani:

Matsayinku: manajan samar da studio game. Rubuta daftarin "littafin mai amfani da AI" don ɗakin studio na: nau'ikan kayan aikin da aka amince da su, haramtattun amfani, ƙofofin tabbatarwa na wajibi don kowane fitarwa (lambar/haƙƙin mallaka/ inganci), rarrabuwar bayanai, tsarin rikodin samarwa, ɗa'a da ƙa'idodin bayyanawa. Rike shi gajarta da aiki.

2) Tabbatar da ma'anar ƙofar:

Ƙayyade ƙofar tabbatarwa don matakin samarwa mai zuwa: [mataki]. Yi lissafin cak, rawar da ke da alhakin, da ma'auni na "wucewa / kasa" waɗanda dole ne su wuce kafin fitowar AI ta iya ci gaba. Manufar: don hana abubuwan da ba a tabbatar da su ba daga ci gaba ta hanyar bututun.

3) Tsarin abun ciki na sabis kai tsaye:

Zana tsarin abun ciki na yanayi don wasan sabis na kai tsaye. Taswira waɗanne ayyuka AI ke ƙara ma'auni zuwa (bayanin ɗawainiya, nazarin bayanai, yanki, taƙaitaccen bayani) da kuma abin da tabbatar da ɗan adam kowane aiki zai yi. Ƙaddamar da bayanin sirrin ɗan wasa da daidaiton ainihin wasan.

4) Tsarin Mulki:

Yi bitar mulkin AI na ɗakin studio na: bayyanan rawa/hukunce-hukunce, kasancewar manufofin rubuce-rubuce, horo na tantancewa/ rikodi, horar da ƙungiya. Yi la'akari da matakin balaga (rauni / matsakaici / ƙarfi) ga kowane ginshiƙi kuma ba da fifiko ga 3 mafi mahimmancin haɓakawa.

Rauni mai ƙarfi / Ƙarfi mai ƙarfi

Rawanin faɗakarwa:

Ta yaya zan yi amfani da AI a cikin ɗakin studio na?

Ba tare da mahallin ba; Yana ba da shawara gabaɗaya kuma ba za a iya amfani da shi ba.

Ƙarfi mai ƙarfi:

Matsayinku: manajan samarwa. My Studio: mutane 18, wasan sabis na rayuwa ta hannu, sabunta abun ciki na wata-wata. Muna amfani da AI a cikin tsararrun manufa, ra'ayi na kadara da nazarin bayanan mai kunnawa, amma akwai matsala na rashin daidaituwa da rashin kulawa. Aiki: Ba da ingantaccen tsarin mulki don waɗannan amfani guda uku - amincewar kwarara, ƙofar tantancewa, tsarin rikodi, ƙa'idar sirrin bayanai, da matakan da za a ɗauka a cikin kwanaki 30 na farko.

Ma'auni na ƙungiya, shari'o'in amfani, da kuma matsalar kankare suna sa fitarwa ta zama mai yiwuwa.

Teburin haɗin kan layi na samarwa

Mataki

AI rawar

kofar tabbatarwa

mallaki

Concept/prototype

ra'ayi, daftarin aiki

Gwajin wasan kwaikwayo

mai tsarawa

art / sauti

ra'ayi, bambancin

Haƙƙin mallaka + daidaito

darektan fasaha

Lambar

Boilerplate, refactor

Gina + tsaro

Jagorar shirye-shirye

Abun ciki/PCG

manufa, matakin

Playability + iri-iri

Jagorar abun ciki

QA

Scenario, binciken log

Tabbatar da ganewar asali

Farashin QA

sabis na kai tsaye

sikelin factor

Duk kofofin + keɓantawa

Mai gabatarwa

Kuskuren gama gari

• Ba daidaita kayan aikin ba. Samuwar kowa daban yana haifar da hargitsi da rashin daidaituwa.
• Ba sanya ƙofar tabbatarwa ba. Abubuwan da ba a tabbatar da su ba suna yaɗuwa cikin abinci.
• Tsallake rajista/provenance. Kuna zama masu rauni a cikin rikici da sarrafawa.
• Dage mulki kafin girma. Hadarin yana ninka tare da sikelin; Mulkin marigayi yana da tsada.
• Manta keɓantawa a cikin sabis na kai tsaye. Dole ne a kiyaye bayanan sirri a cikin nazarin bayanan mai kunnawa.

A takaice

Ƙarfin gaske na AI bai zo a cikin ɗawainiya ɗaya ba, amma a cikin bututun da ya dace da kuma ingantaccen mulki. Kayan aikin da aka amince da su, ɗakin karatu na gaggawa/salon gama gari, ƙofofin tabbatarwa, horo na rikodi da rarraba bayanai suna juyar da ƙwarewar mutum ɗaya zuwa tabbacin kamfani. A cikin sabis na rayuwa, AI shine mai yawa na sikelin; amma kowane nau'i dole ne ya wuce ta kofofi iri ɗaya, tare da kiyaye sirri da ainihi. Ma'anar wannan ƙirar tana cikin jumla ɗaya: AI yana haɓakawa, ɗan adam yana tabbatarwa kuma ya mallaki.

Aikin aikace-aikace

Rubuta jita-jita "littafin mai amfani da AI" mai shafi ɗaya don ɗakin ɗakin ku (ko na tunani): kayan aikin da aka amince da su, ƙofofin tabbatarwa, ƙa'idodin bayanai, tsarin rikodi, da manufofin ɗabi'a/bayyanawa. Sannan kimanta balagaggen wannan jagorar tare da samfurin “Audit Semalt” kuma gano manyan abubuwan ingantawa guda 3.

jerin abubuwan dubawa

• [] Na sanya AI a kowane mataki na layin samarwa ta hanyar rawar / kofa.
• [ ] Na shigar da ingantaccen kayan aiki, ɗakin karatu mai sauri/salon da horo na rikodi.
• [ ] Na ayyana ƙofar tabbatarwa da ikon mallakar kowane mataki.
• [ ] Na rubuta rarrabuwar bayanai da dokokin keɓantawa.
• [ ] Na daidaita ma'auni tare da ainihi / keɓancewa a cikin sabis na rayuwa.

Gwajin Module

1. Wanne daga cikin waɗannan shine mafi daidaiton matsayi don basirar wucin gadi a cikin haɓaka wasan?

• A) AI na iya aika kadarori da lambar kai tsaye zuwa bugawa ba tare da yardar ɗan adam ba
• B) Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙaƙa ) yana aiki ne kawai a cikin rubutun rubutu, ba shi da dangantaka da sauran wuraren samar da wasanni
• C) Hankali na wucin gadi shine mataimaki da haɓaka ra'ayi; ’Yan Adam ne ke da alhakin yanke shawara da ke ƙayyade ainihin wasan da kuma tsaron doka ✔
• D) Tunda hankali na wucin gadi koyaushe ya fi ɗan adam ƙirƙira, yakamata a bar shi yanke shawarar ƙira.

Bayani: Hankali na wucin gadi mataimaki ne wanda ke ninka ra'ayoyi, yana haifar da zayyana kuma yana haɓaka haɓakawa. Alhakin da amincewa na ƙarshe na yanke shawara mai mahimmanci kamar ainihi, asali, daidaito da tsaro na doka na ƙwararren gwani ne; Fitowar da ba a tantance ba tana da haɗari kamar facin da aka fitar ba tare da gwaji ba.

2. Menene horo na tabbatarwa da ya kamata a yi amfani da shi kafin kawo fitar da bayanan sirri a cikin wasan?

• A) Haɗa zuwa tushen / mota, gudu da gwadawa, wuce ta dandano da tacewa ✔
• B) Karɓa kai tsaye idan fitarwa ta yi kama da santsi da ƙarfin gwiwa
• C) Kawai bincika kurakuran rubutun kuma ƙara shi cikin wasan
• D) Babu buƙatar ƙarin tabbaci saboda basirar wucin gadi yana samar da ita haka

Bayani: Reflex mataki uku a cikin Raka'a 1: haɗa fitarwa zuwa tushe da injin (Shin API ɗin da aka yi amfani da shi yana wanzuwa a cikin waccan sigar), gudana da gwaji (harhadawa, wasan kwaikwayo, kwaikwaiyo), da wucewa ta hanyar tace dandano / ganewa (shin daga wasan ku ne ko kuma yana da yawa). Fassara ba yana nufin daidaito ba.

3. Wanne daga cikin waɗannan shine mafi dacewa hanya yayin shirya samfuri?

• A) Ƙara duk abubuwan da za a iya amfani da su zuwa samfurin kuma gina cikakken wasan
• B) Da farko shirya kyawawan abubuwan gani da kiɗa sannan kuma ci gaba zuwa injiniyoyi
• C) Tsayawa kan ra'ayin basirar ɗan adam na farko da ci gaba tare da bambancin guda ɗaya
• D) Ƙaddara iyaka zuwa tambayar gwaji guda ɗaya, gwada injiniyoyi da hannu ba tare da gogewa ba ✔

Bayani: A cewar Sashe na 2, makasudin samfurin ba don 'yin wasan' bane amma don amsa tambaya ɗaya (misali yaƙi yana jin daɗi). Yakamata a takaita iyawar zuwa wannan tambaya guda ɗaya, a guji tarkon gogewa (kyawawan gani/sauti), sannan a gwada injiniyoyi ta hanyar wasan hannu.

4. Wace hanya ce mafi inganci don hana duk haruffa yin magana da murya ɗaya a cikin tattaunawar NPC?

• A) Mass yana samar da duk tattaunawa tare da faɗakarwa guda ɗaya
• B) Ba kowane muhimmin NPC katin hali da kuma 'Kada gaya' jerin ƙuntatawa mara kyau ✔
• C) Sanya tattaunawa a cikin wasan kamar yadda suke ba tare da gyara ba
• D) Don sanya haruffa suyi magana cikin ladabi da daidaito gwargwadon yiwuwa

Bayani: A cewar Sashe na 3, kowane muhimmin NPC ana ba shi katin hali (baya, manufa, yadda ake magana) da jerin ƙuntatawa mara kyau na 'Kada ku taɓa faɗi'; An ba da wannan kati azaman mahallin kowane saƙon tattaunawa. Ta wannan hanyar, haruffa suna magana da muryoyin nasu kuma an hana AI daga lalata.

5. Me yasa layin guardrail ya zama tilas lokacin buga lokacin aiki AI NPC?

• A) Guardrail shine kawai don haɓaka aiki, ba shi da alaƙa da aminci
• B) Babu haɗari kamar yadda Runtime NPCs koyaushe ke gudana a layi
• C) NPC na iya fita daga hali, samar da abubuwan da ba su dace ba, kuma a yaudare su ta hanyar allura da sauri; ✔ tsarin faɗakarwa da tace yana iyakance su
• D) Dole ne a cire layin dogo idan zai yiwu saboda yana ƙara farashin fitarwa

Bayani: A cewar Sashe na 3, a cikin samar da kai tsaye NPC na iya faɗin abubuwan da ba su dace ba ko abubuwan da ba su dace ba, kuma ƴan wasan kwaikwayo na iya karya hali tare da yin allura da sauri (daba da NPC). NPC mai rai da aka buga ta hanyar buƙatun tsarin ba tare da iyakancewa ba, tace abun ciki da ƙuntatawa kan jigo shine haɗarin suna.

6. Menene fa'idar tsarin haɗaɗɗiyar haɗe da hankali na wucin gadi da algorithm a cikin tsara abun ciki na tsari (PCG)?

• A) Ilimin wucin gadi yana samar da babban jigo da ƙira, algorithm yana samar da saurin kunnawa; Ƙirƙirar abun ciki mai ma'ana kuma mai iya kunnawa ✔
• B) Hanyar haɗin kai ba ta buƙatar ƙuntatawa kuma koyaushe tana samar da ingantattun matakai
• C) Hankali na wucin gadi yana samar da lissafi, algorithm yana samar da labari
• D) Haɗa hanyoyin guda biyu koyaushe yana haifar da abun ciki na ɗaya

Bayani: A cewar Sashe na 4, AI yana da ƙarfi wajen samar da ma'ana da jigo, amma mai rauni wajen tabbatar da sake haifuwa da iya wasa; Algorithm shine akasin haka. A cikin matasan, ƙirar babban matakin AI (jigo, nema, makasudin ɗaki), algorithm yana samar da lissafi da daidaitawa; Dukansu abun ciki mai ma'ana da mai iya wasa ana samun su.

7. Menene mafi ƙarfi da aminci amfani da generative visual AI a wasan art?

• A) Samar da kadarorin samarwa na ƙarshe waɗanda za a yi amfani da su kai tsaye a cikin wasan
• B) Samar da abubuwan gani ta hanyar kwaikwayon salon sa hannu na fitaccen mai fasaha
• C) Ƙirƙirar kadarorin kasuwanci tare da kayan aiki kyauta ba tare da karanta lasisi ba
• D) Gano jagora da kuma haifuwa a cikin lokacin ra'ayi; Mai zane ya shiga wasa a cikin samarwa ✔

Bayani: A cewar Sashe na 5, AI ya fi ƙarfi a cikin fasahar fasaha (binciken shugabanci, wahayi, bambancin) mataki. Fasahar samarwa, a gefe guda, tana buƙatar haɓakawa ko gyara mai nauyi ta mai zane saboda buƙatun fasaha kamar ƙuduri, tsari, daidaitawa, daidaito da haƙƙin mallaka.

8. Menene mafi mahimmancin ɗabi'a da ƙayyadaddun doka lokacin amfani da hankali na wucin gadi a cikin murya?

• A) Babu iyaka a cikin murya, kowace murya za a iya cloned kyauta
• B) Rufe muryar mai fasaha ba tare da izini ba da yarjejeniya cin zarafi ne na ɗa'a da doka; sautin ƙarshe shine aikin ɗan kwangilar ✔
• C) Ko da TTS na gaba ɗaya ba zai iya samar da masu riƙe wuri ba saboda cin zarafin haƙƙin mallaka ne
• D) Rufe muryar mashahurin mai fasaha hanya ce mai ma'ana don yin kasafin kuɗi

Bayani: A cewar Sashe na 6, rufe muryar mai wasan kwaikwayo ba tare da izini da yarjejeniya ba duka biyun cin zarafi ne na ɗabi'a da haɗari na doka; Yin koyi da muryoyin sanannun mutane ko matattu yana haifar da batun haƙƙin mutum. Ana amfani da Generic TTS don Mai riƙewa, tare da yin gyare-gyare na ƙarshe shine aikin ɗan adam ɗan kwangilar mai fasaha akan yawancin ayyuka.

9. Menene hanya mafi inganci don guje wa matsalar rashin tattarawa ko APIs ɗin da aka yi lokacin neman lambar wasan daga AI?

• A) Ƙara kai tsaye zuwa aikin ba tare da karanta lambar ba
• B) Neman tsarin gaba ɗaya, ba tare da bayar da mahallin ba
• C) Ba da injin, juzu'i, harshe da mahallin gine-gine da kuma tabbatar da cewa APIs ɗin da aka yi amfani da su suna cikin wannan sigar da gwada su ta hanyar haɗa ✔
• D) Ya isa a ce 'Write code for Unity' ba tare da fayyace sigar ba

Bayani: A cewar Sashe na 7, idan hankali na wucin gadi bai san wane inji da sigar da ake rubutawa ba, zai haifar da rudani, wanda ba ya wanzu ko kuma babu shi API. Ba da injin, sigar, harshe da mahallin gine-gine a kowane faɗakarwa; Wajibi ne a tabbatar da cewa APIs da aka yi amfani da su sun wanzu a cikin wannan sigar kuma don haɗawa da gwada lambar.

10. Wace ƙa'ida ta tsaro ya kamata a ɗauka a matsayin tushe yayin bincika lambar hanyar sadarwa ta hanyar fasaha na wucin gadi a cikin wasan da yawa?

• A) Amincewa da abokin ciniki yakamata a fifita shi saboda yana ƙara aiki ✔
• B) Matsayi mai mahimmanci (lalacewa, maki, kuɗi) dole ne a tabbatar da shi akan sabar; bai kamata abokin ciniki ya kasance amintacce ba (server-izini)
• C) Ana buƙatar duba tsaro ne kawai a cikin wasannin ɗan wasa guda
• D) Lambar hanyar sadarwar da aka samar ta hanyar fasaha na wucin gadi koyaushe yana da tsaro, ba a buƙatar dubawa

Bayani: A cewar Unit 7, ka'idar 'kada ku amince da abokin ciniki' (uwar garken-izini) yana da mahimmanci: ana iya canza abokin ciniki a kan kwamfutar mai kunnawa don magudi, don haka matsayi mai mahimmanci kamar maki, lalacewa, kudi ya kamata a tabbatar da shi akan uwar garke. Ana amfani da wannan bayanan tsaro don kare wasan mutum kawai; Ba don samun izini ga tsarin wani ba mara izini ba.

11. Menene sharuddan amfani da hankali na wucin gadi da kyau a cikin ma'aunin wasa?

• A) Faɗin basirar ɗan adam kawai 'daidaituwar wasana' ya isa
• B) Cikakken tabbaci a cikin sakamakon kwaikwayo ba tare da gwadawa ba
• C) Gyara ma'auni zuwa lamba mara kyau ba tare da yin samfurin tattalin arziki kwata-kwata ba
• D) Ba da ma'aunin ma'auni / kewayon ma'auni kuma tabbatar da simintin tare da playtest ✔

Bayani: A cewar Sashe na 8, buƙatu mara kyau kamar 'sa shi daidaitawa' baya aiki. Ya kamata a ayyana ma'auni azaman maƙasudi da kewayo (misali ƙimar nasara 45-55%). Sakamakon kwaikwaiyo (Monte Carlo) dole ne kuma a tabbatar da shi tare da ainihin playtest, domin idan samfurin bai nuna ainihin wasan kwaikwayo ba, zai zama yaudara.

12. Ta yaya mutum zai yi sa'ad da hankali na wucin gadi ya bayyana dalilin kuskure a matsayin 'wannan aikin ne ya jawo shi'?

• A) Amincewa da ganewar asali da canza wannan aikin kai tsaye
• B) Yi la'akari da ganewar asali a matsayin hasashe da ake buƙatar tabbatarwa da kuma tabbatar da shi ta hanyar shiga, haifuwa da gwaji ✔
• C) Yarda da dalili a matsayin tabbatacce saboda basirar wucin gadi ya ce
• D) Barin rahoton kuskure a bayyane kuma ba sake kiran samarwa ba

Bayani: A cewar Sashe na 9, AI wani lokaci yana haifar da dalili mai ƙima (hallucination) a cikin lalata. Bincike ba hujja ba ne, amma hasashe da za a tabbatar; Me yasa yakamata a tabbatar da log, matakan haifuwa da gwaji. In ba haka ba, ganewar asali ba daidai ba zai jinkirta gano daidai.

13. What four dimensions should be evaluated in terms of copyright before publishing an AI-generated asset in a commercial game?

• A) Input (bayanan horo), fitarwa (kamar), lasisi (haƙƙin amfani) da ikon mallaka (gudunmawar ɗan adam) girma ✔
• B) Kawai ko abin gani yana da kyau ko a'a
• C) Girman fayil da ƙuduri kawai
• D) Tun da fitowar bayanan sirri ne, ba a buƙatar kimar sarauta

Bayani: A cewar Sashe na 10, ana la'akari da haƙƙin mallaka a cikin nau'i hudu: shigarwa (abin da aka horar da samfurin a kai, matsayi na doka na kayan aiki), fitarwa (wanda aka sani da kama da aikin da ake da shi), lasisi (yancin yin amfani da kayan aiki na kasuwanci), da ikon mallakar (aikin da AI kawai ya samar ba zai iya kare shi ba a wasu ƙasashe, ana buƙatar gudunmawar ɗan adam). Hakanan wajibi ne a kiyaye bayanan samarwa da kuma bi ka'idojin bayyana dandamali.

14. Wadanne abubuwa ne na tsarin mulkin da ke sa yin amfani da AI a cikin ɗakin studio daidai da aminci a ma'auni?

• A) Kowa ya yi amfani da abin hawansa bisa ingancinsa ba tare da wani sharadi ba.
• B) Jerin kayan aiki da aka amince da su, ɗakin karatu na gama gari / salo, ƙofofin tabbatarwa, log ɗin samarwa da rarraba bayanai ✔
• C) Cire ƙofofin tabbatarwa kuma ƙara saurin watsa shirye-shirye
• D) Samar da mulki sai bayan rikici ya faru

Bayani: Gudanarwa bisa ga sashi na 11; Ya ƙunshi jerin kayan aiki da aka amince da su, ɗakin karatu na gaggawa / salon gama gari, ƙofofin tabbatarwa a kowane mataki, rikodin samarwa (provenance) horo da rarraba bayanai. Wannan tsarin yana fassara fatan alheri na mutum zuwa tabbacin ci gaba; Dole ne a kafa mulki kafin girma kamar yadda haɗari ke ninka da sikelin.