Riba:
- Ikon rarrabewa inda hankali na wucin gadi ke adana ainihin lokaci a cikin aikin inshora kuma inda muhimmin alhakin tsaro da bin doka ya kamata ya kasance tare da ƙwararren marubuci, mai daidaitawa da asara, dangane da matakin haɗari.
- Ikon aiwatar da horo na tabbatarwa da yawa wanda ke gwada kowane fitowar AI akan sharuɗɗan manufofi, dokokin da suka dace da sarrafa ƙwararru masu zaman kansu.
- Ikon samun ɗabi'ar zabar kayan aiki masu aminci dangane da ɓoye sunan mahallin, sirri (KVKK) da xa'a don kare bayanan sirri da na abokin ciniki.
Inshora wata sana'a ce ta amana wacce ke ganin haɗarin da ke tattare da kwangila kuma ta rufe ta da farashi mai kyau, daidaitaccen ɗaukar hoto da biyan kuɗi akan lokaci. Asalin wannan amana; Mai rubutawa (kwararre wanda ke kimanta haɗarin kuma ya yanke shawarar ko ya karɓi manufofin), mai aiki (kwararre wanda ke ƙididdige ƙididdiga da tanadi tare da ƙididdiga da yuwuwar) da kuma madaidaicin lalacewa (kwararre wanda ke nazarin gaskiyar da adadin lalacewa) ya kafa kowane yanke shawara akan bayanai, yanayin siyasa da alhakin. Ilimin wucin gadi (AI a takaice; software wanda ke koyon tsari daga bayanai kuma yana samar da rubutu, tebur, rabe-rabe da shawarwari) ya shiga wannan sana'a a matsayin mataimaki mai ƙarfi: taƙaita aikace-aikacen, alamar rashin daidaituwa a cikin fayil ɗin da'awar, rubuta wasiƙar abokin ciniki, sauƙaƙe rubutun doka. Amma basirar wucin gadi ba marubuci ba ne; Ba ya ɗaukar alhaki, kuma ba ya ɗaukar lasisi, kuma ba ya cikin yarjejeniyar. A cikin wannan rukunin, za ku koyi inda za ku yi amfani da basirar wucin gadi a cikin kasuwancin inshora, inda kuke buƙatar tsayawa da yadda za ku tabbatar da kowane fitarwa. Manufar ita ce a sanya ku ƙwararren mai sarrafa hankali na wucin gadi, ba dogara da shi ba.
Menene hankali na wucin gadi zai iya yi kuma ba zai iya yi a inshora ba?
Haƙiƙanin ikon AI shine samar da harshe, alamu, taƙaitawa da ƙayyadaddun bayanai. Taƙaita rahoton ƙwararrun shafuka masu ɗaruruwan, jera abubuwan haɗari a cikin aikace-aikacen, rubuta rubutun bayanin haɗin gwiwa, ƙirƙirar tsarin hujja don ma'amala mai tuhuma, da yin tebur mai ƙima duk ana yin su cikin daƙiƙa. A cikin waɗannan ayyuka, AI na iya ceton ku sa'o'i kuma ya taimake ku samun cikakkun bayanai da ba a kula da su ba.
Abin da hankali na wucin gadi ba zai iya yi ba shine yanke shawara wanda ke buƙatar alhakin. Ko za a karɓi aikace-aikacen ko ƙi, menene ƙimar za ta kasance, ko lalacewa ta rufe ta hanyar ɗaukar hoto, ko za a ɗauki fayil ɗin yaudara ko a'a; Babu ɗaya daga cikin waɗannan da za a iya ƙaddara ta hanyar tunani na "haka yakan faru." 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 Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙaƙa ) ya yi yana haskakawa saboda yana koyo daga rubutu a kan intanet da kuma a cikin takardu: wato, yana iya samar da abin da ya zama ainihin gaskiya amma na ƙarya, wani yanki na doka, ko ƙimar kuɗi mara kyau. A cikin inshora, irin wannan kuskuren ba kawai rubutun rubutu ba ne; Ƙimar ƙarya tana nufin farashin da bai dace ba, lalacewar da bai kamata a biya ba, ko ma ana zargin abokin ciniki da zamba.
Hankali: Abubuwan AI daftari ne, ba ra'ayi na ƙwararru ba. Babu aminci da bin ƙaƙƙarfan yanke shawara, kamar karɓa/ ƙi, farashi, ɗaukar hoto, lalata biyan kuɗi da zargin zamba, da za a iya yin ba tare da ƙwararren marubuci ba, actuary, da'awar daidaitawa da doka/ yarda da yarda. Hukuncin ƙarshe na ɗan adam ne; AI baya maye gurbin wannan yarda.
Yankuna uku bisa ga matakin haɗari
Hanya mafi dacewa don amfani da hankali na wucin gadi cikin aminci shine a raba kowane aiki zuwa yankuna uku dangane da matakin haɗari. Wannan bambance-bambance yana ba da amsa mai sauri da daidai ga tambayar "ya kamata hankali na wucin gadi ya yi haka?"
Yanki
Misali ayyuka
Matsayin basirar wucin gadi
Matakin tabbatarwa
Green (ƙananan haɗari)
Memo horo na ciki, taƙaitaccen taro, rubutun bayanai gabaɗaya, daftarin shafi, tantancewar imel
samar da kyauta
Saurin bita
Yellow (matsakaicin haɗari)
Takaitaccen aikace-aikacen, taƙaitaccen fayil ɗin lalacewa, rubutun bayanin abokin ciniki, taƙaitaccen dokoki, daftarin tsari
Draft + shawara
Ƙwararrun sarrafawa + manufa/tabbataccen tushe
Ja (tsaro / yarda-mahimmanci)
Shawarar yarda/ƙin yarda, ƙayyadaddun ƙima, shawarar ɗaukar hoto, da'awar biyan kuɗi/ ƙi, zargin zamba
Pre-allon/jerin dubawa kawai
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 ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun ƙwararrun mata da masu bin doka da ƙa'idodin bin doka da yarda da bin doka).
Yi sauri a cikin yankin kore. Yi amfani da AI a cikin yankin rawaya, amma tabbatar da kowane ɗaukar hoto, farashi da da'awar tsari. A cikin yankin ja, AI ba ta taɓa faɗin ƙarshe ba; Taimako ne kawai wanda ke hanzarta aikin gwani.
Salon tabbatarwa da yawa
Tabbatarwa ba wani abu ba ne da za a jinkirta tunanin "zan duba shi daga baya"; wani bangare ne na tafiyar aiki. Tabbatarwa mai ƙarfi a cikin inshora ya ƙunshi yadudduka biyar:
- Koma zuwa tushen. Idan hankali na wucin gadi ya ba da garanti, keɓe, farashi ko ƙididdigewa, buɗe kuma tabbatar da shi a cikin ƙa'idodi na musamman da na gaba ɗaya na manufofin, bayanin jadawalin kuɗin fito ko ƙa'idar doka.
- Asusu mai zaman kansa. Sake ƙididdige ƙididdige ƙididdiga, ƙididdigewa, adadin da'awar ko ƙididdige kanku ko tare da ingantaccen maƙunsar rubutu.
- Gwada tare da mahallin fayil. Kwatanta da'awar zuwa sharuddan wannan ainihin manufar, wannan abokin ciniki, da wannan da'awar; Gabaɗaya gaskiya ne, ana iya samun wani abu ba daidai ba a cikin wannan fayil ɗin.
- Idon gwanaye. Idan shawarar ta faɗo a cikin fagen rubutowa, aiki, lalacewa ko doka kuma akwai shakku, tuntuɓi ƙwararren gwani; Amincewa ta ƙarshe ta ta'allaka ne ga mutum.
- Bar alamar ku. Yi rikodin abin da aka inganta, ta yaya, kuma ta wanene; Bari a duba shi daga baya.
Alama: "Ai ya ce" ba hujja ba ce. Dalili don yanke shawara na inshora koyaushe shine sharuɗɗan manufofi, bayanin jadawalin kuɗin fito, dokokin da suka dace, ƙididdiga mai zaman kansa ko ƙwararriyar amincewar ƙwararru. AI yana taimaka muku shirya waɗannan dalilai, baya maye gurbinsu.
Sirri, KVKK da xa'a
Inshora, ta yanayinsa, yana aiwatar da mahimman bayanai: bayanan ainihi, adireshi, samun kudin shiga, tarihin lafiya, bayanan da'awar, bayanan banki. Wasu daga cikin waɗannan suna ƙarƙashin kariya mafi girma a matsayin "bayanan sirri na yanayi na musamman" a cikin KVKK (Dokar Kariya ta Sirri); bayanan lafiya misali ne na wannan. Kafin ba da wannan bayanan ga kayan aikin AI na tushen girgije, yi tambayoyi uku: Shin wannan bayanan yana da mahimmanci? Za a iya ɓoye sunansa? Shin kayan aikin da nake amfani da shi yana amfani da bayanan a horo kuma a ina yake adana shi?
Girman da'a bai ƙare a nan ba. Akwai takamaiman hatsarori biyu na ɗa'a a cikin inshora. Na farko shi ne wariya da son zuciya: hankali na wucin gadi zai iya koyan tsarin rashin adalci a cikin bayanan tarihi kuma yana nuna wariya a kaikaice ta hanyar sauye-sauye masu mahimmanci kamar jinsi, asali ko yankin zama. Na biyu, sadarwar yaudara: gaya wa abokin ciniki cewa akwai garantin da ba ya wanzu ko gabatar da farashi mara tabbas a matsayin ƙaddamarwa duka biyu ne na ɗabi'a da na doka. Yi amfani da AI azaman kayan aiki na ciki; Kada ku yi watsi da ƙwararrun hukunci da gaskiya tsakanin ku da abokin ciniki.
uku mini lokuta
Case 1 - Tabbatarwa ya kama kuskure. Wani mawallafi ya sami taƙaitaccen haɗari daga AI don manufar wuta ta wurin aiki. AI ta rubuta cewa ginin ya kasance "ƙarfafa kankare, tare da tsarin yayyafawa" kuma yana ba da shawarar ƙarancin haɗari. Marubucin ya ɗauki bugu a matsayin daftarin kuma ya koma ga rahoton kima: ginin ainihin ginin gini ne kuma ba shi da yayyafi; AI ta yi hasashe daga fayiloli iri ɗaya. Idan babu tabbaci, za a ba da ƙarancin ƙima ba daidai ba kuma kamfanin zai kasance cikin haɗari sosai.
Case 2 - Kariyar sirri. Wani ƙwararren da'awar yana gab da rubuta sunan mai insurer, lambar ID da ganewar asali yayin da yake tambayar basirar wucin gadi game da hadadden yanayin inshorar lafiya. Godiya ga al'adar sa na ɓoye sunansa, ya maye gurbinsu da wasu kwatankwacin gaskiya kamar "shekaru 52, mace, manufofin kiwon lafiya, shirin tiyata." Ingancin abin fitarwa bai taɓa raguwa ba, amma bayanan sirri na insured bai je ga kowane gajimare ba.
Case 3 - Gudu a cikin yankin kore. Ƙungiyar guda ɗaya za ta rubuta samfurin imel na "bayanin takarda da ya ɓace" don tashar hukumar. Wannan manufa ta kasance ƙananan haɗari (yankin kore); Masanin ya ɗauki daftarin aiki daga AI, ya daidaita shi zuwa harshen kamfani, kuma ya yanke aikin rabin sa'a cikin mintuna biyar. Tunda ya san madaidaicin zoning, ya kara sauri a nan, kuma a cikin ja, ya rage ya tabbatar.
Mataki-mataki: Gabatar da AI cikin aminci cikin ɗawainiya
- Sanya aikin a cikin yankin. Kore, rawaya ko ja?
- A ɓoye sunan mahallin. Share ainihin suna, TR ID, lambar manufa da bayanin sirri.
- Ba da taƙaitaccen bayani. A bayyane a rubuta nau'in manufofin, kaddarorin fayil, wuri da tsarin da ake so.
- Yi la'akari da fitarwa a matsayin daftarin aiki. Kada kayi amfani da shi kamar samfurin ƙarshe.
- Aiwatar da matakan tabbatarwa. Tushen, asusu, mahallin fayil, gwani, ganowa.
- Yi rikodin hukuncin da dalilinsa.
Samfura huɗu masu kwafi
1) Tsarin gaggawa yana bayyana ayyuka da iyaka:
Kai mataimaki ne na rubutowar inshora. Ayyukanku shine taƙaita takaddun, jera abubuwan haɗari da alamar rashi. Dokoki: - SANAR DA karɓa/ ƙi, ƙima ko ɗaukar hoto; kawai bayar da shawarwari da alamu. - Kada ku ƙirƙira kowane garanti, magana ko ƙimar da ba ku da tabbas a kai. Rubuta "ba a cikin takarda ba". - Faɗa wanne takarda/shafi kowane da'awar ya dogara da shi. - Idan kun ga bayanan sirri, kar ku yi amfani da su, ba da gargaɗin "dole ne a ɓoye su".
2) Takaitaccen bayanin haɗarin aikace-aikacen:
Taƙaita waɗannan bayanan da ba a san su ba:[manna rubutu]Tsarin fitarwa:1. Takaitaccen bayanin lamarin hadarin2. Fitattun abubuwan haɗari (abu ta labarin, tare da bayanin daftarin aiki)3. Bayanan da ba su cika ba ko rashin daidaituwa4. Tambayoyin da ya kamata mawallafin ya bincika yanke shawara; bayar da taƙaitaccen bayani da nuni kawai.
3) Tabbataccen jerin abubuwan dubawa:
Yi bitar daftarin bugu mai zuwa azaman mai rubutowa:[manna bugu] Ga kowane abu, tambaya: Wane takarda/lokacin siyasa wannan da'awar ta dogara da shi? Jerin bayanan da ba za a iya tantancewa ba, suna da hasashe, ko ƙila ƙila ƙirƙira, ƙarƙashin wani kebantaccen jigon "SUSPICIOUS - CONFIRMATION BUKATAR".
4) Mai taimaka ba da izini:
Cire duk bayanan sirri (suna, ID, tarho, adireshi, lambar manufa, farantin lasisi) daga rubutun da ke ƙasa kuma musanya su da ainihin daidaitattun (misali "shekaru 45, namiji, manufar inshora"). Kula da ma'anar asibiti/fasahar, kar a bar kowane bayani mai ganowa.
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rauni: "Ki kimanta wannan aikace-aikacen, ya kamata mu karba?"
Matsala: Yana tambayar AI don yanke shawara na yanki kai tsaye; babu nassoshi daftarin aiki, babu iyaka kuma babu tsari. Akwai babban haɗarin hasashe da yanke shawara mara kyau.
Ƙarfafa: "Yi aiki a matsayin mataimakiyar rubutawa. Taƙaita aikace-aikacen da ba a san su ba; jera abubuwan haɗari tare da bayanan daftarin aiki; rubuta bayanan da suka ɓace a cikin wani rubutun dabam. Yi yanke shawara karba/ ƙi, cire tambayoyin da za a bincika kawai."
Me ya sa yake da kyau: Matsayi, iyakoki, shigarwa, tsari, da tsammanin tabbatarwa a bayyane suke. Fitowar daftarin abu ne wanda za'a iya bincikawa.
Kuskuren gama gari
- Yin la'akari da fitarwa azaman yanke shawara na ƙarshe. Aiwatar da kari kai tsaye ko karbuwa ta hanyar basirar wucin gadi. Fitowar ko da yaushe wani daftari ne.
- Manna bayanan sirri kamar yadda yake. Aika suna, lambar ID, lambar siyasa da bayanin lafiya zuwa gajimare ba tare da bayyana sunansa ba haɗari ne na keta KVKK.
- Ba komawa ga tushen. Cewa "AI ya faɗi haka" kuma ba kallon sharuɗɗan manufofin ko dokoki ba.
- Haɗa yankin. Yin yanke shawara mai ja-ja tare da saurin kore-yankin; ko rage jinkirin kasuwancin kore ba dole ba.
- Ka bar wata alama. Ba yin rikodin abin da aka inganta da kuma yadda; ya zama mai rauni a cikin iko.
A takaice
AI ƙaƙƙarfan ƙayyadaddun ƙayyadaddun kayan aiki ne a cikin inshora, amma ba gwani ba ne. Rarraba ayyuka zuwa yankunan kore / rawaya / ja; A cikin yankin ja (karɓa / ƙi, farashi, garanti, lalacewa, zamba) AI ba ta taɓa faɗin ƙarshe ba. Sanya kowane fitarwa ta hanyar tabbatarwa mai Layer biyar, ɓoye bayanan sirri kuma yi rikodin yanke shawara tare da hujja. Babban alhakin koyaushe yana kan ƙwararren ƙwararren ɗan adam ne.
Aikin aikace-aikace
Yi lissafin ayyuka 10 da kuka yi a cikin rukunin ku a cikin makon da ya gabata. Sanya kowanne a cikin koren/rawaya/jaja yankin. Ga waɗanda ke cikin yankin ja, amsa tambayar "abin da aikin tantancewa zai iya yi a nan, wanda ya yanke shawara" a cikin jumla ɗaya. Sannan gwada saurin ɓoye suna #4 a sama akan rubutu na gaske (amma gwaji).
jerin abubuwan dubawa
- [ ] Na sanya aikin a cikin koren / rawaya / ja.
- [ ] Na ɓoye sunan mahallin; Na share bayanan sirri/na kudi.
- [ ] Na ƙara rawa, iyaka da tsari a cikin hanzari; Na umarceni "kada ku yanke shawara".
- [ ] Na ɗauki fitarwa azaman daftarin aiki kuma na yi amfani da tabbacin Layer biyar.
- [ ] Na tabbatar da garantin/farashi/da'awar doka daga tushen.
- [ ] Na rubuta hukuncin, da hujjarsa da wanda ya amince da shi.