Riba:
- Samun damar bambance inda hankali na wucin gadi ke adana ainihin lokaci a cikin aikin samar da gidaje (fayil, tallace-tallace, ƙima, doka, tallace-tallace) da kuma inda aka bar yanke shawara mai mahimmanci (farashin ƙarshe, ingancin doka, sanarwar abokin ciniki) ga gwani da ɗan adam, bisa ga matakin haɗarin aiki.
- Ƙarfin yin amfani da horo wanda ke tabbatar da kowane fitarwa na AI ta hanyar haɗa shi zuwa tushen, kwatanta shi da bayanan ku, da kuma wucewa ta hanyar filin / doka.
- Ikon samun al'adar ɓoye sunan abokin ciniki da bayanan kadara a cikin iyakokin KVKK, zabar motoci masu aminci da guje wa ɓarna.
Ana yin ɗaruruwan yanke shawara a cikin shiru kowace rana a cikin ofishin gidaje. Menene ya kamata ya zama farashin Apartment? Nemo wannan tallan ko ta yaya aka rubuta; wace dukiya ce ta dace da wannan mai siye; Shin akwai magana mai haɗari a cikin wannan yarjejeniyar hayar? Shin da gaske wannan jarin yana kawo riba? Wasu daga cikin waɗannan yanke shawara suna maimaitawa kuma suna cin lokaci: rubuta rubutun talla, gyara hotuna, ƙirƙirar taƙaitaccen kasuwa, amsa saƙonni. Wasu yanke shawara ne da ke shafar kuɗin mutum kai tsaye, yanayin shari'a da amana, kuma inda gefen kuskure ya kamata ya zama ƙarami: farashin ƙarshe, bayanin da aka ba abokin ciniki, ingancin kwangila. 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 Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙadda tọn ne (AI, ko AI na da aka yi a takaice-tsarin kwamfuta wanda zai iya samar da rubutu, gane alamu, ƙirƙirar hotuna, da yin lissafi kamar mutane) ya dace daidai a tsakiyar wannan hoton: lokacin da aka yi amfani da shi daidai, yana hanzarta aikin maimaitawa kuma yana ba da lokaci don ku kula da abokin ciniki; Lokacin da aka yi amfani da shi ba daidai ba, yana iya ɗaukar alama mai aminci amma bayanan karya cikin talla ko sanarwar abokin ciniki.
Naúrar farko na wannan ƙirar ba gabatarwar software ba ce. Manufarsa ita ce bayyana inda za a saka AI a cikin sana'ar ku da kuma inda ba za ku saka shi kwata-kwata ba. Saboda dukiya filin "abin alhaki-mahimmanci": kowace sanarwa da kuka yi na iya shafar shawarar siyar da siye, neman lamuni, ko takaddamar doka. Let's put the basic principle from the beginning: Artificial intelligence is an assistant, not a consultant or expert. Alhakin farashin ƙarshe, ingancin shari'a da sanarwar da aka baiwa abokin ciniki nasa ne na ƙwararren ƙwararren - mashawarcin dukiya mai lasisi, mai ƙima na rantsuwa, lauya. ("Takaddar Izini" ita ce Takaddar Izinin Ciniki na Gaskiya; ita ce takaddar hukuma da ake buƙata don cinikin dukiya.)
Taswirar tsarin gidaje da wurin AI
Domin fahimtar sana’ar, bari mu karkasa tsarin mallakar gidaje zuwa fannoni biyar. Matsayin fayil da matakin bayanai shine inda ake tattara kaddarorin da rikodin. Matsayin tallace-tallace ya ƙunshi rubutun talla, na gani, bidiyo da abun ciki na talla. Matsayin ƙima yana ƙayyade farashin. Matsayin tallace-tallace / haya shine daidaitawar abokin ciniki, nunawa da tattaunawa. Matakan shari'a da na rufewa sune kwangila, takardar mallaka da ma'amalar canja wuri. AI na iya taɓa kowane mataki, amma ba tare da wannan iko ba. Kuna iya samun AI rubuta kwafin tallan tallace-tallace; Amma ba za ku iya sanya AI ta "yanke shawarar" matsayin doka na takardar take ko ainihin ƙimar dukiya ba.
Bari mu ayyana ƴan asali kalmomi daga farko. AVM (Automated Valuation Model) wani tsari ne wanda ke samar da ƙididdigar farashin atomatik don dukiya ta hanyar amfani da bayanan tallace-tallace na tarihi; Yana ba da nuni kuma baya maye gurbin ƙwarewar hukuma. Kwatankwacin kadara ce kwatankwacin siyarwa/hayar kwanan nan wanda yayi kama da kayan da ake kimantawa. Ƙimar (rahoton ƙima) shine rahoton hukuma wanda mai izini / rantsuwa mai kima ya shirya ta gudanar da bincike a cikin filin. KVKK ita ce Dokar Kariya ta Keɓaɓɓu; Yana kare bayanai kamar sunan abokin ciniki, lambar waya, ainihi da bayanin takardar take. Tambayar umarni ce a rubuce da kuke ba AI. Tun da waɗannan sharuɗɗan za su sake komawa cikin tsarin, mun kafa su a nan.
Tebur mai zuwa yana taƙaita rawar da matakin haɗari na AI ta manufa:
nema
Matsayin AI
Matsayin haɗari
Wanda ya yarda
Rubutun talla / daftarin bayanin
sketch janareta
Ƙananan-Matsakaici
Mai ba da shawara (tabbatar da bayani)
Haɓaka hoto, tsari mai kama-da-wane
na gani mataimakin
matsakaici
Mai ba da shawara (iyakan da ba yaudara ba)
Takaitacciyar kasuwa / nazarin yanki
mai tarawa, fassara
matsakaici
Mai ba da shawara (yana tabbatar da bayanan yanzu)
Ƙimar ƙimar (AVM)
hasashe mai nuna alama
Matsakaici-Mai girma
Mai ba da shawara / gwani idan ya cancanta
Binciken haɗarin kwangila
Pre-browser
babba
Lauya (ra'ayin doka)
Farashin ƙarshe/bayani ga abokin ciniki
ba taimako
babba
Mai ba da shawara (sa hannu da alhakin)
Ka tuna layi ɗaya a cikin wannan ginshiƙi: yayin da haɗarin ke ƙaruwa, aikin AI yana raguwa, amincewar ɗan adam yana girma.
Me yasa "tabbaci" shine zuciyar wannan kasuwancin
Samfuran yaren basirar ɗan adam da alama suna da tabbaci ga amsarsu, amma ƙila ba za su tabbata ba. A cikin harshe na fasaha, ana kiran wannan hallucination: shine ƙirar ƙirƙira na bayanan da ba su wanzu a cikin jimla mai kyau, kamar dai gaskiya ne. Wannan babban tarko ne ga mai ba da shawara na ƙasa: samfurin na iya gaya muku "farashin kowane murabba'in mita a cikin wannan yanki yana kusa da 45,000 TL" (wataƙila yana kusa da gaskiya), amma kuma yana iya zama yanayin yanki wanda ba ya wanzu, yana cewa "akwai haɓakar benaye 4 daidai akan wannan fakiti". Tun da ya faɗi duka da iyawa ɗaya, abin da kawai ke bambanta daidai da kuskure shine ilimin filin ku da halin tabbatarwa.
Horon tabbatarwa ya ƙunshi matakai guda uku:
- Haɗi zuwa tushen: Don haƙiƙanin bayani kamar matsayin yanki, m², lasisi, rikodin take, haƙƙoƙi, ba ga ƙwaƙwalwar AI ba; Dogaro kan rajistar ƙasa, bayanin gunduma / yanki, lasisi, tsarin gudanarwa da ma'aunin ku. Yi amfani da AI don yin sharhi kan wannan bayanan, ba don tunawa da shi ba.
- Sake ƙididdigewa / kwatanta: bincika kowane sakamakon lambobi (farashi, yawan amfanin ƙasa, farashin m²) wanda AI ya bayar. Musamman, bincika abubuwan abubuwan da suka gabata da kuma dacewarsu da kayan (bene, facade, shekaru).
- Filaye da tacewa na doka: Ƙimar wa kanku ko abin da aka fitar ya ci karo da ainihin matsayin dukiya, yanki/ matsayin doka, da bukatun abokin ciniki.
Hankali: Faɗa wa abokin ciniki game da bayanan da AI ta samar ba tare da tabbatar da shi ba kamar karɓar takaddun da ba a sanya hannu ba a matsayin hukuma. Don kawai bayanin ya fito sosai ba gaskiya ba ne; Daidai ne idan za a iya nuna tushen.
Sirri: abokin ciniki da bayanan kadara bayanan sirri ne
Bayanin abokin ciniki (suna, tarho, ID na TR, matsayin kudin shiga, bayanan bashi) da gano bayanan kadarorin (cikakken adireshin, toshewa / fakiti, sunan mai shi) bayanan sirri ne tsakanin iyakokin KVKK. Manna sunan abokin ciniki, lambar waya da bayanin take a kan kayan aikin AI na jama'a babban cin zarafi ne. Dokar mai sauƙi ce: ɓoye bayanan. Maimakon "Ahmet Demir, 0532 ..., Bağdat Cad. No 45 D8, tsibirin lakabi 1234 parcel 5", rubuta "3+1, 130 m², 4th bene flat in Kadıköy, gaban teku"; Cire suna, lamba, cikakken adireshi da bayanin take. Idan zai yiwu, zaɓi kayan aikin kamfanoni waɗanda ke da yarjejeniyar sarrafa bayanai kuma kar a yi amfani da bayanan ku a cikin horon ƙira.
Samfuran fara kwafi guda huɗu
Kuna iya amfani da samfura huɗu da ke ƙasa farawa yau. Ka'idar gama gari ga dukkansu: babu bayanan ganowa, an hana ƙirƙira, bayanan ɓacewa ana yiwa alama tare da madauri.
Samfurin 1 - Ikon ɓoye sunayensu:
Akwai bayanan sirri/gano (suna, lambar waya, TR ID, cikakken adireshin, takardar take/kungi, e-mail) a cikin rubutun da ke ƙasa? Idan haka ne, jera su kuma ba da shawarar yadda za a ɓoye sunan kowane ɗayan. Rubutu: [manna rubutu]
Samfurin 2 - Ingancin jerin janareta:
Matsayi: Kai ƙwararren mashawarcin gidaje ne. Aiki: Cire kowane maƙasudin bayani (m², ɗaki, bene, lasisi, haƙƙoƙi, dumama, shekaru) a cikin daftarin tallan da ke ƙasa kuma yi tebur tare da "daga wane tushe ya kamata a tabbatar da shi" ga kowane. ƙirƙira bayanai; jera waɗanda aka ambata a cikin rubutun kawai.Text: [manna daftarin aiki]
Samfura 3 - Daftarin amsa mai ladabi ga saƙon abokin ciniki:
Matsayi: Kai ƙwararren ƙwararrene ne, mai dumi amma mara ƙarancin ƙima. Aiki: Zayyana taƙaitaccen bayani (60-90 kalmomi) amsa ga tambayar abokin ciniki a ƙasa. Kada ku yi amfani da garanti/tabbas; Ka ce "Zan tabbatar kuma in dawo gare ku" game da farashi da batutuwan shari'a. Tambaya: [manna tambayar da ba a sani ba]
Samfurin 4 - Mai rarraba haɗarin aiki:
Zan yi aiki mai zuwa: [rubuta aiki]. Rarraba wannan azaman ƙananan / matsakaita / babban haɗari kuma ƙididdige matakan da ke buƙatar amincewar ɗan adam kuma wane bayani ke buƙatar tabbatarwa daga tushen.
uku mini lokuta
Case 1 - Amintaccen amfani. Wani mai ba da shawara yana buƙatar daftarin rubutun talla don gidan 3+1 da yake da shi. Buga daftarin aiki zuwa AI tare da halayen da ba a san su ba (babu suna, cikakken adireshin). Sa'an nan kuma ya tabbatar da m² tare da darajar a cikin takardar mallakar, da haƙƙoƙin tare da tsarin gudanarwa, da nau'in dumama tare da abin da yake gani a wurin; yana fitar da layin "damar rayuwa" sama-sama. Duration: Minti 5 maimakon minti 20. AI ta ba da daftarin, alhakin ya kasance tare da mai ba da shawara.
Case 2 - Tarkon bayanin da ba a tantance ba. Wani mai ba da shawara ya tambayi YZ, "Mene ne matsakaicin kudade na gidaje a cikin wani hadadden yanki a wannan yanki?" yana tambaya; YZ ya ce "kusan 1,500 TL". Mai ba da shawara ya rubuta wannan a cikin talla. Koyaya, ainihin kuɗin wannan rukunin yanar gizon shine 3,200 TL. Lokacin da mai siye ya koyi wannan a farkon nunawa, amana yana girgiza kuma an sami rashin fahimta. Hanyar da ta dace ita ce tabbatar da biyan kuɗi daga gudanarwa.
Shari'a ta 3 - Cin zarafin sirri. Mataimakin yana loda cikakken sunan abokin ciniki, lambar waya, da hoton take a cikin kayan aikin AI na jama'a kuma "ya taƙaita shi." Bayanan sun tafi zuwa uwar garken waje. Ofishin na fuskantar hadarin KVKK. Hanyar da ta dace: don raba mahimman bayanai kawai, bayanan da ba a tantance ba.
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rawanin faɗakarwa:
Ahmet Demir's Bağdat Cad. Rubuta talla don gidansa a No 45 D8, kira 0532... Kuna yanke shawarar farashin.
Wannan buƙatar ba daidai ba ne ta fuskoki uku: an raba ainihi da bayanin tuntuɓar (ketare KVKK), ya bar yanke shawara mai mahimmanci kamar farashi ga ƙirar, kuma ba a ba da takamaiman fasali ba. AI ya cika giɓi tare da tsinkaya.
Ƙarfi mai ƙarfi:
Matsayi: Kai gogaggen mashawarcin gidaje ne. Aiki: Rubuta daftarin bayanin tallace-tallace don siyarwa tare da abubuwan VERIFIED masu zuwa. Dukiya: 3+1, 130 m² babban, bene na 4 (tare da lif), shekaru 12, tukunyar gas na gas, a cikin rukunin yanar gizon, gaban teku, Kadıköy. Dokoki: Yi amfani da bayanan da na bayar kawai, bayanin shine KYAUTA, idan akwai bayanin da ya ɓace, rubuta [don tabbatarwa] a madaidaicin madauri. Kada ku yi amfani da garanti / ƙari. Tsawon: 120-150 kalmomi. Rubuta farashi.
Bambanci: babu bayanan ganowa, yanke shawarar farashin yana hannun mai ba da shawara, an umurce shi kada ya dace da samfurin amma ya bar shi bai cika ba.
Kuskuren gama gari
- Yin amfani da bayanan da AI suka yi ba tare da tabbatar da shi ba (yanki, haƙƙoƙi, lasisi). Kuskuren gama gari da haɗari.
- Bari farashin ya ƙayyade gaba ɗaya ta samfurin. Farashin shine yanke shawara mai mahimmanci; Samfurin yana ba da nuni, ku yanke shawara.
- Manna bayanan abokin ciniki/don dukiya cikin kayan aikin jama'a. KVKK.
- Sanya alhakin akan abin hawa saboda "AI ya ce haka". Kai ne ke da alhakin sanarwar zuwa ga abokin ciniki.
- Kuskuren fitar da kyau kamar daidai. Domin an rubuta shi da kyau ba ya nufin gaskiya ne.
Tukwici: Don fitar da AI zuwa kowane abokin ciniki, tambayi kanka: "Daga wane tushe zan iya nuna wannan bayanin?" Idan baku da amsa, ba za a iya buga wannan bayanin ba tukuna.
A takaice
Hankali na wucin gadi shine mataimaki mai ƙarfi a cikin ƙasa: yana adana lokaci mai mahimmanci wajen samar da jeri, tallace-tallace, taƙaitaccen kasuwa da zayyana. Amma hukuncin ya rage na mutum. Yayin da haɗarin ke ƙaruwa (farashi, doka, sanarwa), rawar AI ya zama ƙarami kuma amincewarku yana girma. Sake ƙirƙira ra'ayoyi guda uku: ɓoye bayanan sirri, dangana kowane takamaiman bayani ga tushen, amintaccen fitarwa, ba fitowar ruwa ba.
Aikin aikace-aikace
Don kadarorin da kuke riƙe da su: (1) shirya jerin kadarorin da ba a san sunansu ba, cire duk bayanan ganowa/lamba/ take. (2) Samo daftarin talla da aka samar ta amfani da samfurin "Ƙarfin faɗakarwa" a sama. (3) Tare da Samfura 2, haɗa kowane bayanin haƙiƙa (m², haƙƙoƙi, lasisi, bene) zuwa tushe kuma yi masa alama a matsayin "tabbatar / ba a tabbatar ba". (4) Tabbatar cewa kun cire jimlar farashin daga rubutun.
jerin abubuwan dubawa
- [ ] Na ɓoye sunan abokin ciniki da bayanan kadara (babu suna, tarho, cikakken adireshi, bayanin takardar take).
- [ ] Na haɗa kowane bayanin haƙiƙa zuwa tushe (aiki, lasisi, tsarin gudanarwa, aunawa).
- [ ] Ban bar yanke shawara irin su farashi da ingancin doka ba ga samfurin.
- [ ] Na cire karin gishiri da garanti.
- [ ] "Daga wace tushe zan iya nuna wannan bayanin?" Na yi tambaya ga kowane fitarwa.