Riba:
- Gane haɗarin amfani da AI mara amfani (inuwa AI) tare da misalan lambobi
- Fahimtar cewa kyakkyawar manufa ba jerin abubuwan da aka haramta ba ce, amma tsarin da ke ba da damar amfani da alhakin
- Bayyana mutane, tsari da ginshiƙan fasaha da matsayin masu ruwa da tsaki na mulkin AI
A safiyar ranar Litinin, babban jami'in kula da inshora na matsakaici (mutumin da ke da alhakin bin doka da ƙa'idodin cikin gida) ya buɗe imel ɗin sa ga abin mamaki: abokin ciniki yana tambayar ko bayanin lafiyarsa "an rubuta shi cikin kayan aikin AI da kuma inda ya tafi." Bincike mai sauri ya nuna cewa kwararre daga ƙungiyar da'awar yana amfani da asusun AI na sirri don taƙaita fayilolin da'awar da sauri. Ba wanda yake ƙeta; Babu wanda yake tunanin suna karya ka'idoji. Domin babu wata doka a rubuce. Ana kiran wannan gibin inuwa AI, kuma wannan tsarin yana koya muku yadda ake gina tsarin mulki don cike wannan gibin.
Kawo AI cikin kasuwanci ba shi da sauƙi kamar shigar da software na yau da kullun. AI yana rinjayar yanke shawara, sarrafa bayanan sirri, na iya samar da abun ciki mai haƙƙin mallaka, kuma yana haifar da alhaki lokacin da ya yi kuskure. Shi ya sa kowace kungiya da ke “amfani da” AI ita ma tana bukatar tsarin da ke “sarrafa” ta. A cikin wannan rukunin farko, mun rufe dalilin da ya sa ake buƙatar rubutacciyar manufar AI, ƙimar inuwar AI, da ginshiƙai uku na mulki.
Menene inuwa AI kuma me yasa ba makawa?
Shadow AI shine amfani da AI ba tare da ilimi, yarda da kulawar cibiyar ba. Kalmar "inuwa" ta fito ne daga sunan "inuwa IT", wanda aka ba da software wanda sashen IT bai amince da shi ba. Ma'aikata sun fara amfani da kayan aikin AI tare da ko ba tare da manufar ba; saboda waɗannan kayan aikin kyauta ne, masu sauri kuma suna sauƙaƙe aikin su. Ko da yin haramcin bai hana amfani ba, yana ɓoye shi kawai.
Amfani ba tare da manufa ba yana haifar da haɗari masu zuwa:
- Zuba bayanai: Ma'aikaci na iya liƙa bayanan abokin ciniki na sirri ba da saninsa ba ko kuma sirrin kamfani cikin kayan aikin AI. Bayanai sun wuce ikon cibiyar.
- Hukunce-hukuncen rashin bin ka'ida: Keɓancewar KVKK (Dokar Kariyar Bayanai) tana haifar da tarar gudanarwa na miliyoyin liras; Keɓancewar GDPR na iya haifar da tarar har zuwa 4% na juzu'in shekara-shekara.
- Yanke shawara bisa kuskure: Yanke shawara da aka yi dogaro da bayanan ɓoyayyiyar AI ("hallucination") yana cutar da abokin ciniki da ƙungiyar.
- Matsalolin haƙƙin mallaka da fasaha: Amfani da abin fitarwa na iya ɓata haƙƙin fasaha na wani.
- Asarar suna: Lokacin da aka ba da rahoton amfani mara amfani a cikin latsawa, amintaccen alamar yana girgiza.
Tsanaki: Hana amfani da AI gaba daya ba shine mafita ba. Hani baya kawar da amfani; kawai yana sanya shi ganuwa kuma ba a sarrafa shi ba. Manufar ba shine a kawo karshen amfani ba, amma don sanya shi cikin tsari mai aminci.
Ƙananan lokuta uku: ainihin farashin inuwa AI
Case 1 - Kwangilar da aka zubda. Kwararre a fannin shari'a yana liƙa dukkan rubutun cikin asusun AI ɗaya don taƙaita yarjejeniyar haɗin gwiwa mai shafuka 40 na sirri. Har yanzu ba a samu kwangilar a bainar jama'a ba. Ana sarrafa rubutun akan sabar mai badawa kuma yana samuwa don horon ƙirar ƙira. Kamfanin yana jinkirta haɗakar da makonni 3 don kawar da haɗarin yiwuwar ɓarna bayanai; Farashin shawarwari yana ƙaruwa da kusan 250,000 TL.
Hali na 2 - Halucinatory fikihu. Lauyan ya haɗa "hukunce-hukuncen farko" guda uku daga AI zuwa kokensa. Biyu daga cikin lambobin yanke shawarar yanke shawara ne waɗanda ba su wanzu a zahiri. Kotu ta gane haka; Lauyan yana fuskantar tsarin ladabtarwa da kuma bata suna. Dokar tabbatar da layi ɗaya (tabbatar da kowane tushe akan tsarin yanke shawara na hukuma) da zai hana wannan rikicin.
Case 3 - Ajiye marar ganuwa. A cikin kamfani ɗaya, ƙungiyar tallace-tallace tana samar da kwafin yaƙin neman zaɓe na sa'o'i 6 a kowane mako cikin sauri tare da ingantaccen kayan aikin AI. Koyaya, wannan ajiyar ba a ba da rahoton ko'ina ba saboda amfanin ba a yi rajista ba. Gudanarwa ya ƙi sabon kasafin kuɗi na lasisi saboda ba zai iya ganin fa'idar AI ba. Shadow AI yana kawar da haɗari ba kawai ba amma har ma ganuwa na fa'ida.
Menene kyakkyawar manufa ke tabbatarwa?
Kyakkyawan manufar AI ba jerin abubuwan bans ba; Tsarin tsari ne wanda ke ba da damar amfani da alhakin. Yana yin abubuwa biyar:
- Tsara: Ma'aikaci ya san abin da aka yarda, abin da aka haramta, da abin da ke ƙarƙashin yarda.
- Amincewa: Gudanarwa na iya amincewa da sababbin ayyuka da sanin cewa ana amfani da AI ta hanyar sarrafawa.
- Biyayya: Ana cika wajiban shari'a (KVKK, GDPR, EU AI Law) bisa tsari.
- Daidaito: Ƙungiyoyi daban-daban suna bin ƙa'idodi iri ɗaya.
- Ladabi: Lokacin da aka sami matsala, a bayyane yake wanda ke da alhakin.
Menene mulki? ƙafa uku
Gudanar da AI wani tsari ne na ka'idoji da matakai waɗanda ke ƙayyade yadda za a zaɓa, amfani da su, sarrafawa da kuma wanda zai ɗauki alhakinsa a cikin wata hukuma. Manufar ita ce rubutacciyar takarda ta wannan gwamnati; Mulki shine tsarin rayuwa wanda ke kawo manufofin rayuwa. An gina shi akan kafafu uku:
kafa
Ma'ana
Misali a cikin manufofin AI
mutum
Matsayi da nauyi
Mai sarrafa AI, mai yarda da manajan, jami'in kare bayanai
Tsari
Dokoki da gudana
Sabon tsarin amincewa da abin hawa, dubawa akai-akai, amsawar lamarin
fasaha
Kayan aiki da sarrafawa
Lissafin abin hawa da aka yarda, ikon samun dama, adana rikodi
Idan daya daga cikin ginshiƙai guda uku ya ɓace, tsarin ya rushe: ba tare da ka'ida ba, kayan aiki ba shi da amfani, ba tare da kayan aiki ba, ba za a iya sarrafa mulkin ba, ba tare da alhakin ba, ba za a iya mallakar kowa ba.
Sashe ɗaya ba zai iya yin wannan aikin ba.
Manufar AI ba kawai aikin sashen IT ba ne. Tsarin nasara yana buƙatar sa hannu na raka'a daban-daban: doka / yarda (wajibi na shari'a da kwangiloli), IT / tsaro (sarrafa fasaha da tsaro na bayanai), albarkatun ɗan adam (horar da ma'aikata da ka'idodin hali), ƙungiyoyin kasuwanci (ainihin buƙatun amfani) da babban gudanarwa (yardawa, haɓakawa da ikon mallakar kamfani).
Tukwici: Yi taro na mintuna 30 tare da wakili daga kowane rukunin masu ruwa da tsaki kafin ka fara rubuta manufar. "Me kuke amfani da shi a halin yanzu ko neman amfani da AI don?" Tambaya ta bayyana duka buƙatu na gaske da kuma amfani da inuwa na yanzu.
Sanya AI don aiki: samfuri masu maimaitawa
AI kanta taimako ne yayin kafa tsarin mulki - muddin aka tabbatar da fitar da shi. Samfura masu zuwa suna hanzarta aikin wannan rukunin.
TEMPLATE 1 - Bincike na asali (inuwa AI) dubawa: "Tambaya 8-tambaya wanda ba a san shi ba yana shirye don taswirar amfani da AI a cikin kungiyarmu. Tambayoyi ya kamata su rufe: wace kayan aiki, wace ayyuka, wace nau'ikan bayanai suka shiga, buƙatar horarwa. Fitowa: tambayoyin ƙididdiga + nau'in amsa ga kowane tambaya (zaɓi da yawa / budewa)."
TEMPLATE 2 - Ƙirƙirar taƙaitaccen haɗari: "Yi la'akari da yanayin amfani da AI mai zuwa: [manna labari]. Ka ba ni taƙaitaccen taƙaitaccen haɗari a ƙarƙashin waɗannan batutuwa: sirrin bayanai, yarda, hallucination, sarauta, suna. Lakabi 'ƙananan / matsakaici / babba' da ma'anar jumla ɗaya don kowane batu na doka.
TEMPLATE 3 - Ajandar taron masu ruwa da tsaki: "Shirya tsarin taron kwamitin 60 na mintuna don ƙaddamar da tsarin mulkin AI. Mahalarta: doka, IT, HR, sashin kasuwanci, babban jami'in gudanarwa. Rubuta tsawon lokaci da fitarwa da ake tsammanin ga kowane abu na ajanda."
TEMPLATE 4 - Short taƙaitaccen taƙaitaccen bayani ga gudanarwa: "Rubuta taƙaitaccen bayani na rabin shafi mai suna 'Me yasa muke buƙatar manufar AI' don gabatar da shi ga manyan jami'an gudanarwa. Haɗa 3 tabbataccen haɗari + 3 fa'idodi masu mahimmanci; kar a yi amfani da jargon fasaha; sami buƙatun yanke shawara a cikin layi na ƙarshe. "
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
RAUNIYA: "Rubuta manufofin AI."-> Samfurin yana samar da rubutu na yau da kullun, wanda ba na hukuma ba, wanda ba a iya gani ba; baya nuna azuzuwan bayanai, matsayi da mahallin tsari. GÜÇLÜ: "Mu kamfani ne na inshora na mutane 50, ƙarƙashin KVKK, muna aiwatar da bayanan lafiyar abokin ciniki. Ba da shawarar daftarin aiki don sassan' iyakokin 'da' haramcin amfani' na tsarin AI. Kada ku zartar da hukunci na ƙarshe; ƙara bayanin 'yardar doka da ake buƙata' a cikin kowane labarin kuma ku bar rata a gare ni. Shawarar ta rage a gare ku.
Kuskuren gama gari
- Hana amfani da AI gaba ɗaya da sanya inuwar AI ganuwa.
- Bayar da IT rubuta manufofin kawai kuma ban da ainihin bukatun sassan kasuwanci.
- Fara rubuta dokoki kai tsaye daga taswirar amfani da inuwa.
- Rubuta manufofin a cikin harshen doka ta hanyar da ma'aikaci ba zai iya fahimta ba.
- Sanya daftarin manufofin da AI ya samar ba tare da amincewar doka ba.
- Magana game da hadarin amma ba auna amfanin ba; don haka rasa goyon bayan gwamnati.
- Rubuta manufar sau ɗaya kuma manta da sabunta shi; alhali mulki tsarin rayuwa ne.
a takaice
- Shadow AI ba makawa ne a cikin ƙungiyoyi ba tare da manufofi ba kuma yana haifar da bayanai, yarda da haɗarin suna.
- Kyakkyawan manufa ba jerin dakatarwa ba; Tsarin tsari ne wanda ke ba da damar amfani da alhakin.
- An gina tsarin mulkin AI akan mutane (matsalolin), tsari (dokoki), da fasaha (sarrafawa); Idan daya bace sai yayi karo.
- Manufar ba ita ce alhakin sashe ɗaya ba; Aikin haɗin gwiwa ne na doka, IT, HR, ƙungiyoyin kasuwanci da manyan gudanarwa.
- AI na iya taimakawa wajen kafa tsarin, amma kowane fitarwa dole ne ya sami amincewar ɗan adam da doka.
Aikin aikace-aikace
Zaɓi ƙungiyar da kuka yi wa aiki ko mafarki (bari masana'antu, adadin ma'aikata, da nau'in bayanan da take aiwatarwa su bayyana a sarari). Da farko zana binciken binciken tambayoyi 8 don inuwar AI (zaka iya amfani da Samfura 1). Sannan rubuta takamaiman hatsari guda uku waɗanda inuwar AI zata iya haifarwa a cikin wannan ƙungiyar, tare da ƙara tasirin ƙididdigewa (hukunci, jinkiri, sa'o'i da suka ɓace) ga kowane. A ƙarshe, gano misalai na musamman ga ƙungiyar ku don kowane ginshiƙan mulki guda uku (mutane, tsari, fasaha) kuma ku lura da ƙungiyar masu ruwa da tsaki za ta ɗauki nauyin wannan ginshiƙi.
jerin abubuwan dubawa
- [ ] Na tsara yadda ake amfani da AI na yanzu (inuwa) a cikin ƙungiyara.
- [ ] Na rubuta tabbataccen haɗari guda uku na rashin tsari tare da tasirin lambobi.
- [ ] Na shirya taƙaitaccen bayani wanda ke ba da haɗari da fa'idar AI ga gudanarwa.
- [ ] Na ƙulla wani misali na musamman na cibiyoyi kuma mai alhakin ginshiƙan mulki guda uku.
- [ ] Na yi shiri don haɗa aƙalla ƙungiyoyin masu ruwa da tsaki guda uku a cikin aikin.
- [ ] Ina gabatar da kowane daftarin da na samarwa tare da AI zuwa amincewar doka/ yarda.