Whakautu poto: Kua tino tawhiti rawa te AI ina whakamahia ana ki ngā whakataunga nui, ki te tirotiro, ki te whakatenatena rānei, me te kore he rohe pumau, he whakaaetanga whai whakaaro, me te tika pono ki te piira. Ka whiti anō i te rohe ina meinga te whakawhirinaki e ngā tinihanga hōhonu me ngā tinihanga tauine hei petipeti. Mena kāore e taea e te tangata te kī he mahi tā te AI, kāore e taea te mārama he aha i puta ai te whakataunga i te huarahi i puta ai, kāore rānei e taea te kōwhiri kia kaua e whakamahia, kua tawhiti rawa kē.
Ngā kōrero matua hei whakaaroaro:
Rohe: Tautuhia ngā mea kāore e taea e te pūnaha te mahi, inā koa he nui te koretake.
Te Haepapa: Me whakarite kia taea e te tangata te whakarerekē i ngā putanga me te kore he whiu, he mahanga rānei e pehi ana i te wā.
Mārama: Me kōrero ki te iwi te wā e whai wāhi ai te AI me te take i whakatau ai rātou.
Whakataetae: Whakaratohia he huarahi piira tere, whai hua hoki, me ngā huarahi mārama hei whakatika i ngā raraunga kino.
Te ātete ki te whakamahinga hē: Tāpirihia te pūtake, ngā herenga reiti, me ngā mana whakahaere hei aukati i ngā tinihanga me te tukino.
"Kua nui rawa te hangarau mohio?"
Ko te mea rerekē, kāore te whakawhiti i te rārangi i te tino kitea. I ētahi wā he nui te haruru, he kanapa, pērā i te tinihanga rūpahu. ( FTC , FBI ) I ētahi wā he puku - he whakatau aunoa e akiaki ana i tō ao ki te taha, kāore he whakamārama, ā, kāore koe e mōhio kua "whiwhihia" koe. ( UK ICO , GDPR Art. 22 )
Nā… Kua nui rawa te mahi a te AI? Ae, i ētahi wāhi. Kāore i nui te mahi a ētahi atu wāhi - nā te mea kei te whakamahia me te kore he ara haumaru kāore i te ātaahua engari he mea nui e pai ai te mahi a ngā taputapu, kaua ki ngā wira roulette me te atanga kaiwhakamahi hoa. 🎰🙂 ( NIST AI RMF 1.0 , EU AI Act )
Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:
🔗 He aha te kino o te AI ki te hapori
Ngā mōrearea pāpori matua: te whakaaro pōhēhē, ngā mahi, te tūmataitinga, me te kukū mana.
🔗 He kino te AI mō te taiao? Ngā pānga huna
Te āhua o te whakapiki ake i ngā tukunga e te whakangungu, ngā pokapū raraunga, me te whakamahinga pūngao.
🔗 He pai, he kino rānei te AI? Ngā painga me ngā huakore
He tirohanga whānui taurite o ngā painga, ngā mōrearea, me ngā taupatupatu o te ao tūroa.
🔗 He aha i kiia ai te AI he kino: te taha pōuri
Ka tūhura i te whakamahinga hē, te raweketanga, ngā tūmomo mōrearea haumarutanga, me ngā āwangawanga matatika.
He aha te tikanga o te kōrero a te iwi "Kua nui rawa te ahunga whakamua o te AI?" 😬
Kāore te nuinga o te iwi e pātai ana mēnā he "mārama" te AI, he "tangohanga" rānei. Kei te tohu rātou ki tētahi o ēnei:
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Kei te whakamahia te AI i ngā wāhi kāore e tika ana kia whakamahia. (Ina koa ko ngā whakataunga nui.) ( EU AI Act Annex III , GDPR Art. 22 )
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Kei te whakamahia te AI me te kore whakaae. (Ō raraunga, tō reo, tō kanohi… ohorere.) ( UK ICO , GDPR Art. 5 )
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Kei te tino matatau te AI ki te whakahaere i te aro. (Whāngai + whakawhaiaro + aunoatanga = piri.) ( Ngā Mātāpono AI OECD )
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Kei te hangaia e te AI te pono kia rite ki te mea whiriwhiri. (Ngā kōrero rūpahu, ngā arotake rūpahu, ngā "tohunga" hangai.) ( Komihana Pākehā , FTC , C2PA )
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Ko te AI he mana whakawhāiti. (He torutoru ngā pūnaha e hanga ana i ngā mea e kitea ana e te katoa, ā, e taea ana hoki e rātou te mahi.) ( UK CMA )
Koinei te ngako o te "Kua nui rawa te haere o te AI?" Ehara i te mea kotahi noa iho. He puranga o ngā whakatenatena, ngā ara poto, me te whakaaro "ka whakatikahia e tātou ā muri ake nei" - arā, kia pono tātou, ka huri ki te "ka whakatikahia e tātou i muri i te whara o tētahi." 😑
Ko te pono ehara i te mea ngaro: He whakarea te AI, ehara i te kaiwhakaari matatika 🔧✨
Kāore te AI e ara ake ka whakatau ki te mahi kino. Ko te whāinga matua ko te tangata me ngā whakahaere. Engari ka whakanuia e ia te mea e whāngaihia ana e koe:
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tino whai hua te whāinga āwhina (te whakamāori, te wātea, te whakarāpopototanga, te kimi i ngā tauira hauora).
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Ka tino hē (ka rerekē te whakaaro, ka aunoa te mahi a ngā hapa).
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kino rawa atu te ngākau kino (tinihanga, whakatoi, whakatairanga, whakatangata kē).
He rite ki te hoatu i tētahi megaphone ki tētahi tamaiti nohinohi. I ētahi wā ka waiata te tamaiti… i ētahi wā ka hamama tika te tamaiti ki roto i tō wairua. Ehara i te kupu whakarite tino tika - he ahua kuware - engari ka tau te kaupapa 😅📢.
He aha te mea e pai ai te whakamahi i te AI i ngā mahi o ia rā? ✅🤝
Kāore te "putanga pai" o te AI e tautuhia e tōna atamai. Engari e tautuhia ana e tōna pai ki te whanonga i raro i te pēhanga, te koretake, me te whakamatautauranga (ā, he tino whakamatautauria te tangata e te aunoatanga iti te utu). ( NIST AI RMF 1.0 , OECD )
Anei taku e rapu ai ina kī mai tetahi he take tā rātou whakamahi i te AI:
1) Whakamāramahia ngā rohe
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He aha te mea e whakaaetia ana e te pūnaha?
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He aha te mea e tino āraia ana kia mahia?
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He aha te mea ka tupu ina kore e tino mōhio?
2) He kawenga tangata tūturu, ehara i te mea whakapaipai
He mea nui anake ngā putanga "arotake" a te tangata mēnā:
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e mārama ana rātou ki tā rātou e arotake ana, ā,
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ka taea e rātou te whakakore me te kore e whiua mō te whakaroa i ngā mea.
3) Te whakamārama i te taumata tika
Ehara i te mea e hiahia ana te katoa ki te pāngarau. E hiahia ana te tangata ki:
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ngā take matua mō tētahi whakataunga,
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he aha ngā raraunga i whakamahia,
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me pēhea te piira, te whakatika, te kōwhiri rānei kia kaua e uru atu. ( UK ICO )
4) Te mahi ine - tae atu ki ngā aratau rahunga
Ehara i te "tika" anake, engari:
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ko wai e kore e angitu,
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te auau o tōna korenga puku,
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he aha ngā mea ka tupu ina huri te ao. ( NIST AI RMF 1.0 )
5) Te tūmataitinga me te whakaaetanga kāore i "huna ki roto i ngā tautuhinga"
Mena he rapu taonga mā roto i ngā tahua te mea e hiahiatia ana hei whakaae… ehara i te whakaae. He arai tēnei me ētahi atu mahi 😐🧾. ( GDPR Art. 5 , UK ICO )
Ripanga whakatairite: ngā huarahi whai hua hei aukati i te haere rawa o te AI 🧰📊
Kei raro nei ngā "kōwhiringa matua" arā, he ārai noa iho, he taputapu whakahaere rānei e whakarerekē ana i ngā putanga (ehara i te mea ko te kare anake).
| Utauta / kōwhiringa | hunga whakarongo | Utu | He aha i mahi ai |
|---|---|---|---|
| Arotake tangata-i-roto-i-te-porowhita ( Ture AI EU ) | Ngā tīma e mahi ana i ngā karanga nui | ££ (utu wā) | Ka whakaroa i te aunoatanga kino. Waihoki, ka kitea pea e te tangata ngā āhuatanga taha rerekē, i ētahi wā… |
| Te tukanga piira whakatau ( Tuhinga 22 o te GDPR ) | Ngā kaiwhakamahi e pāngia ana e ngā whakataunga AI | Āhua kore utu | Tāpirihia he tukanga tika. Ka taea e te tangata te whakatika i ngā raraunga hē - he ahua taketake nā te mea he taketake |
| Ngā rangitaki arotake + te whai i te huarahi ( NIST SP 800-53 ) | Te whakatutuki i ngā whakaritenga, ngā mahi, te haumarutanga | £-££ | Mā te whakautu "i aha ai?" i muri i te korenga o te angitu, kaua e pōkarekare noa iho |
| Aromatawai tauira + whakamātautau whakaaro ( NIST AI RMF 1.0 ) | Ngā tīma hua + mōrearea | he rerekē rawa | Ka hopu wawe i te kino e matapaetia ana. Kāore i te tino tika, engari he pai ake i te matapae |
| Whakamātautau tīma whero ( NIST GenAI Profile ) | Ngā tāngata haumaru + haumaru | £££ | Ka whakatauira i te whakamahinga hē i mua i te mahi a ngā kaiwhakaeke tūturu. Kāore i te pai, engari he pai te whakamahi 😬 |
| Te whakaiti i ngā raraunga ( UK ICO ) | Ko te katoa, he pono | £ | He iti ake ngā raraunga = he iti ake te raruraru. He iti ake hoki ngā takahi ture, he iti ake ngā kōrero whakamā |
| Ngā tohu pūtake ihirangi ( C2PA ) | Ngā papaaho, ngā pāpāho, ngā kaiwhakamahi | £-££ | Āwhina ki te whakamana "nā te tangata tēnei i hanga?" - ehara i te mea he tino pono engari ka whakaiti i te ngangau |
| Ngā herenga reiti + ngā mana uru ( OWASP ) | Ngā kaiwhakarato AI + ngā umanga | £ | Ka aukati i te tūkino kia tere tonu te whakanui. He rite ki te tere tere mō ngā kaiwhakaari kino |
Āe, he ahua koretake te tēpu. Koinā te oranga. 🙂
Te hangarau matihiko i roto i ngā whakataunga nui: ina tae rawa ki te taumata teitei 🏥🏦⚖️
Koinei te wā ka tere haere te kino o te āhua.
Te hangarau matihiko (AI) i roto i te hauora , te pūtea , te whare , te mahi , te mātauranga , manene mai , te whakawa taihara - koinei ngā pūnaha e whai ake nei: ( EU AI Act Annex III , FDA )
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ka taea e te hapa te utu i te moni, te herekore, te mana, te haumaru rānei o te tangata,
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ā, he iti noa te mana o te tangata e pāngia ana ki te whawhai.
Ehara i te mea ko te "ka hē te AI". Ko te mōrearea nui ko te hurihanga o ngā hapa AI hei kaupapa here . ( NIST AI RMF 1.0 )
He aha te āhua o te "tawhiti rawa" i konei
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Ngā whakatau aunoa kāore he whakamārama: "kāo te rorohiko." ( UK ICO )
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I whakamahia ngā "kaute mōrearea" hei meka, kaua hei whakapae.
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He tāngata kāore e taea te whakakore i ngā putanga nā te mea e hiahia ana ngā kaiwhakahaere kia tere.
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He raraunga paru, he whakaaro hē, he tawhito, he tino hē rānei.
He aha ngā mea kāore e taea te whiriwhiri
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Te tika ki te piira (tere, mārama, ehara i te mea uaua). ( GDPR Art. 22 , UK ICO )
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Te tika ki te mōhio kei te whai wāhi te AI. ( Te Komihana o Ūropi )
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Arotake tangata mō ngā putanga whai muri. ( NIST AI RMF 1.0 )
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Te whakahaere kounga o ngā raraunga - nā te mea he tino pono tonu te kī he para ki roto, he para ki waho.
Ki te mea kei te ngana koe ki te whakatakoto i tētahi rārangi mārama, anei tētahi:
Ki te taea e tētahi pūnaha AI te whakarerekē nui i te oranga o tētahi, me rite tonu te kaha o te whakaaro ki tā tātou e tumanako atu ana mai i ētahi atu momo mana. Kāore he "whakamātautau beta" ki te hunga kāore i rēhita. 🚫
Ngā tinihanga hohonu, ngā mahi tinihanga, me te matenga āta o "E whakawhirinaki ana ahau ki ōku kanohi" 👀🧨
Koinei te wāhanga e mea ai te oranga o ia rā… he pahekeheke.
Ina taea e te AI te whakaputa:
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he karere reo e rite ana ki te reo o tō whānau, ( FTC , FBI )
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he ataata o tētahi tangata rongonui e "kōrero" ana i tētahi mea,
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he waipuke o ngā arotake rūpahu e āhua pono ana, ( FTC )
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he kōtaha LinkedIn rūpahu me te hītori mahi rūpahu me ngā hoa rūpahu…
…ehara i te mea ka taea noa ngā mahi tinihanga. Ka ngoikore te hononga pāpori e āhei ai ngā tauhou ki te mahi tahi. Ā, ko te hapori e rere ana i runga i te mahi tahi a ngā tauhou. 😵💫
"Kua tawhiti rawa" ehara i te ihirangi rūpahu anake
Koinei te kore taurite :
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He iti te utu hei whakaputa teka.
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He utu nui, he puhoi hoki te manatoko i te pono.
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Ā, ko te nuinga o te iwi he pukumahi, he ngenge, he panuku noa iho.
He aha te mea hei āwhina (iti)
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Ngā tohu pūtake mō ngā pāpāho. ( C2PA )
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Te waku mō te horapa whānui - te whakaroa i te tohatoha tere i te papatipu.
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He pai ake te manatoko tuakiri i ngā wāhi e tika ana (pūtea, ratonga kāwanatanga).
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Ngā tikanga taketake mō te "manatoko i waho o te roopu" mō ngā tāngata takitahi (waea atu, whakamahia he kupu huna, whakaū mā tētahi atu hongere). ( FTC )
Kāore i te ātaahua. Engari kāore hoki ngā whitiki nohoanga, ā, he tino piripono ahau ki ēnā. 🚗
Te pikinga haere o te tirotiro: ina hurihia marietia e te AI ngā mea katoa hei pūoko 📷🫥
Kāore tēnei e pahū pērā i te tinihanga. Ka horapa noa iho.
Mā te AI ka māmā ake te:
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te tautuhi i ngā kanohi i roto i te mano, ( EU AI Act , NIST FRVT )
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ngā tauira nekehanga ara,
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te whakatau i ngā kare ā-roto mai i te ataata (he maha ngā wā kāore i te pai, engari he māia), ( Barrett et al., 2019 , EU AI Act )
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matapaetia te "mōrearea" i runga i ngā whanonga… i te āhua rānei o tō rohe.
Ahakoa he hē, ka taea tonu te kino nā te mea ka taea te whakamana i te wawaotanga. Ka taea tonu e te matapae hē te whakaputa i ngā hua tūturu.
Te wāhanga kāore i te whakamarie
He maha ngā wā ka tae mai ngā tirotiro ā-AI me te kōrero haumaru:
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"Hei ārai i te tinihanga."
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"Hei mea mō te haumarutanga."
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"Hei painga mō te wheako o te kaiwhakamahi."
He pono anō tēnā i ētahi wā. I ētahi wā he whakamārama watea hoki mō te hanga pūnaha he uaua rawa ki te wetewete i muri mai. Pērā i te tāuta i tētahi tatau kotahi-ara ki roto i tō ake whare nā te mea i te āhua whai hua i taua wā. Ehara anō i te kupu whakarite tino tika - he ahua whakakatakata - engari ka rongo koe i te āhua. 🚪😅
He aha te āhua o te "pai" i konei
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Ngā herenga pakari mō te pupuri me te tiritiri.
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Whakamāramahia ngā kōwhiringa kore.
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Ngā whakamahinga whaiti.
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Te tirotiro motuhake.
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Kāore he "kitenga kare ā-roto" e whakamahia ana mō te whiu, mō te tiaki rānei. Tēnā koa. 🙃 ( Ture AI a te EU )
Te mahi, te auahatanga, me te raruraru o te noho puku i runga i te tēpu mahi 🧑💻🎨
Koinei te wāhi ka whaiaro ai te tautohetohe nā te mea e pā ana ki te tuakiri.
Ka taea e te AI te whakanui ake i te hua o te tangata. Ka taea hoki e ia te mea ka taea te whakakapi i te tangata. Ka taea e ngā mea e rua te pono, i te wā kotahi, i te wiki kotahi. ( OECD , WEF )
Ko te wāhi e tino āwhina ana
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Te tuhi tuhinga o ia rā kia taea ai e te tangata te arotahi ki te whakaaro.
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Āwhina waehere mō ngā tauira tāruarua.
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Ngā taputapu whai wāhitanga (te tuhi taitara, te whakarāpopototanga, te whakamāoritanga).
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Te whakaaroaro i a koe e noho pōrearea ana.
Te wāhi e haere rawa atu ai
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Te whakakapi i ngā tūranga me te kore he mahere whakawhiti.
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Te whakamahi i te AI hei pēhi i te putanga me te whakaiti i ngā utu.
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Te whakahaere i ngā mahi auaha me te mea he raraunga whakangungu kore utu mutunga kore, kātahi ka pōkarekare noa iho. ( Tari Mana Pupuri o Amerika , UK GOV.UK )
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Te whakakore i ngā tūranga teina - he mea whai hua tēnei kia mōhio rā anō koe kua pau te arawhata e tika ana kia pikihia e ngā tohunga o āpōpō.
He mea ngāwari te whakakore i ngā mahi. Kāore koe e kite i ia rā, i ia rā. Kātahi ka kite koe kāore tetahi o te tīma e mahara ana ki te mahi a te mea me te kore he kaiawhina. Ā, ki te hē te kaiawhina, kei te hē katoa koutou... he moemoeā kino tēnei. 😬
Te kukū o te mana: mā wai e whakatakoto ngā taunoa? 🏢⚡
Ahakoa he "koretake" te AI (ehara i te mea pērā), ka taea e te tangata e whakahaere ana te hanga:
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he aha ngā mōhiohio e ngāwari ana te uru atu,
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he aha te mea ka whakatairangatia, ka tanumia rānei,
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he aha te reo e whakaaetia ana,
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he aha ngā whanonga e akiakihia ana.
Nā te mea he nui te utu mō te hanga me te whakahaere i ngā pūnaha AI, ka aro nui te mana. Ehara tēnā i te mahi tinihanga. He mahi ōhanga tēnā me te hūti hangarau. ( UK CMA )
Ko te wā "tawhiti rawa" i konei
Ina huri ngā taunoa hei ture e kore e kitea:
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kāore koe e mōhio he aha te mea e tātarihia ana,
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kāore e taea e koe te tirotiro i te arorau,
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ā, kāore e taea e koe te kōwhiri kia kaua e uru atu ki te mahi, ki te hapori, ki ngā ratonga taketake rānei.
Me whai whakataetae, me mārama, me whai whiringa tūturu hoki te pūnaha hauora. Ki te kore, kei te riihi noa koe i te ao tūturu. 😵♂️
He rārangi arowhai whai hua: me pēhea te mōhio mēnā kei te haere rawa te AI i roto i tō ao 🧾🔍
Anei tētahi rārangi tirotiro puku e whakamahia ana e au (āe, kāore i tino tika):
Mena he tangata takitahi koe
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Ka taea e au te mōhio ina taunekeneke ahau me te AI. ( Te Komihana o Ūropi )
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Mā tēnei pūnaha ahau e akiaki kia nui rawa te tohatoha.
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Kāore he aha ki ahau te whakahaere i te putanga mēnā he hē i runga i te huarahi e pono ai.
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Mehemea i tinihangatia ahau mā te whakamahi i tēnei, mā te tūāpapa ahau e āwhina… ki te kore ka pakiki noa iho.
Mena he pakihi koe, he tīma rānei
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E whakamahi ana mātou i te AI nā te mea he mea nui, he mea hou rānei, ā, e noho pōrearea ana ngā kaiwhakahaere.
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E mōhio ana mātou ki ngā raraunga e pāngia ana e te pūnaha.
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Ka taea e te kaiwhakamahi e pāngia ana te tono piira mō ngā hua. ( UK ICO )
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E whai mana ana te tangata ki te whakakore i te tauira.
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He mahere urupare ā mātou mō ngā aituā mō ngā rahunga o te AI.
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Kei te aroturuki mātou mō ngā hapa, ngā whakamahinga hē, me ngā take taha rerekē.
Ki te mea i whakautu koe "kāo" ki ētahi o ēnei, ehara i te mea he kino koe. Ko tōna tikanga kei roto koe i te āhua tangata noa o "nā mātou i tuku, ā, i tumanako." Engari ehara te tumanako i te rautaki, heoi anō. 😅
Ngā kōrero whakamutunga 🧠✅
Nā… Kua nui rawa te haere a te AI?
Kua nui rawa te haere ina whakamahia ana me te kore he kawenga , inā koa i roto i ngā whakataunga nui, te whakatenatena a te marea, me te tirotiro. Kua nui rawa hoki te haere ina whakakorea te whakawhirinaki - nā te mea ka pakaru te whakawhirinaki, ka nui ake te utu me te kino o ngā mea katoa, i te taha pāpori. ( NIST AI RMF 1.0 , EU AI Act )
Engari, kāore te AI i te tino mate, i te tino tika rānei. He whakarea kaha. Ko te pātai, mehemea rānei ka hangaia e tātou ngā ārai me te kaha o te hanga i ngā āheinga.
Whakarāpopototanga tere:
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He pai te AI hei taputapu.
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He mea morearea tēnei hei mana whakahaere kore kawenga.
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Ki te kore e taea e tetahi te tono piira, te mārama, te kōwhiri rānei kia kaua e tono - koinei te tīmatanga o te "tawhiti rawa". 🚦 ( GDPR Art. 22 , UK ICO )
Ngā Pātai Auau
Kua nui rawa te ahunga whakamua o te AI i roto i te oranga o ia rā?
I te nuinga o ngā wāhi, kua nui rawa te haere o te AI nā te mea kua tīmata te uru ki ngā whakataunga me ngā taunekeneke me te kore he rohe mārama, he kawenga rānei. Ko te raruraru he onge te "noho o te AI"; ko te AI e honoa puku ana ki te utu mahi, te hauora, te ratonga kiritaki, ā, e whāngaihia ana me te tirotiro iti. Ina kore e taea e te tangata te kī he AI, kāore e taea te whakahē i ngā putanga, kāore rānei e taea te kōwhiri kia kaua e mahi, ka mutu te ahua he taputapu, ka tīmata te ahua he pūnaha.
He aha te āhua o te "Haukino Pūtaiao (AI) e haere rawa ana" i roto i ngā whakataunga nui?
Me te mea nei kei te whakamahia te AI i roto i te hauora, te pūtea, te whare, te mahi, te mātauranga, te manene mai, te whakawa taihara rānei, me te kore he ārai pakari. Ehara i te mea ka hē ngā tauira; engari ko aua hapa ka whakapakeketia hei kaupapa here, ā, ka uaua ki te whakahē. Ko ngā whakataunga "kāo te rorohiko" me ngā whakamārama angiangi, me te kore he piira whai tikanga, koinei te wāhi e tere ai te horapa o te kino.
Me pēhea taku mōhio mēnā kei te pāngia ahau e tētahi whakatau aunoa, ā, he aha taku e taea ai te mahi?
Ko tētahi tohu noa ko te putanga ohorere kāore e taea te whakamārama: he whakakorenga, he here, he āhua "kaute mōrearea" rānei, kāore he take mārama. He maha ngā pūnaha me whakaatu i te wā i whai wāhi nui ai te AI, ā, me taea e koe te tono i ngā take matua mō te whakataunga me ngā mahi hei piira. I roto i te mahi, tonoa he arotake tangata, whakatikahia ngā raraunga hē, me te akiaki i tētahi ara whiriwhiri kia kaua e uru.
Kua nui rawa te whakamahi a te AI i te tūmataitinga, te whakaaetanga, me te whakamahinga raraunga?
He maha ngā wā ka pērā te āhua ina huri te whakaae hei rapunga taonga, ā, ka whānui haere te kohikohinga raraunga "mēnā pea". Ko te kaupapa matua o te tuhinga, kāore e nui te mana o te tūmataitinga me te whakaae mēnā ka hunaia i roto i ngā horopaki, ka akiakihia rānei mā roto i ngā kupu koretake. Ko te huarahi hauora ake ko te whakaiti i ngā raraunga: kia iti ake te kohikohi, kia iti ake te pupuri, ā, kia mārama te whiriwhiri kia kore ai te iwi e ohorere i muri mai.
He pēhea te whakarerekētanga o te tikanga o te "whakawhirinaki" i runga ipurangi e ngā tinihanga tinihanga hangarau hōhonu?
Ka meinga e rātou te pono kia rite ki te mea whiriwhiri mā te whakaiti i te utu o te whakaputa i ngā reo rūpahu, ngā ataata, ngā arotake, me ngā tuakiri rūpahu e whakatenatena ana. Ko te kore taurite te raruraru: he iti te utu o te whakaputa teka, engari he puhoi, he hoha hoki te manatoko i te pono. Ko ngā parepare mahi ko ngā tohu takenga mai mō ngā pāpāho, te whakaroa i te tiritiri viral, te kaha ake o ngā tirotiro tuakiri ki ngā wāhi e tika ana, me ngā tikanga "manatoko i waho o te roopu" pēnei i te waea atu, te whakamahi rānei i tētahi kupu waehere tiritahi.
He aha ngā ārai tino whai hua hei aukati i te haere rawa o te AI?
Ko ngā ārai e whakarerekē ana i ngā putanga ko te arotake pono a te tangata mō ngā waeatanga nui, ngā tukanga piira mārama, me ngā rangitaki arotake ka taea te whakautu "i aha ai?" i muri i ngā rahunga. Ka taea e te aromatawai tauira me te whakamātautau whakaaro pōhēhē te hopu wawe i ngā kino e taea te matapae, ko te whakamātautau tīma whero ia ka whakatauira i te whakamahinga hē i mua i te mahi a ngā kaiwhakaeke. Ka āwhina ngā herenga reiti me ngā mana uru ki te aukati i te whakamahinga hē mai i te tauine tonu, ā, ka whakaitihia te mōrearea puta noa i te poari mā te whakaiti i ngā raraunga.
Āhea ka whiti te aroturukitanga e whakahaerehia ana e te AI i te rohe?
Ka whiti i te rohe ina huri katoa ngā mea hei pūoko mā te taunoa: te mōhio kanohi i roto i te mano, te aroturuki i te tauira nekehanga, te "kitenga kare ā-roto" māia rānei e whakamahia ana hei whiu, hei pupuri rānei i te kuaha. Ahakoa ngā pūnaha hē, ka pā kino pea mēnā ka whakamanahia ngā wawaotanga, te whakakorenga rānei i ngā ratonga. Ko te āhua o te mahi pai he whaiti ngā whakamahinga, he herenga pupuri pakari, he kōwhiringa kore whai tikanga, he tirotiro motuhake, me te "kāo" pūmau ki ngā whakatau kare ā-roto wiri.
Kei te whakapiki ake te AI i te hua o te tangata - he mahi papamahi rānei mā te mahi puku?
Ka taea e ngā mea e rua te pono i te wā kotahi, ā, ko taua taumahatanga te kaupapa. Ka taea e te AI te āwhina i te tuhi tuhinga auau, ngā tauira waehere auau, me te urunga atu, ka tuku i te tangata ki te arotahi ki te whakaaro taumata teitei. Ka nui rawa te hē ina whakakapia ngā tūranga me te kore he mahere whakawhiti, ka pēhia ngā utu, ka whakaarohia ngā mahi auaha he raraunga whakangungu kore utu, ka tangohia rānei ngā tūranga taitamariki e hanga ana i ngā tohungatanga ā muri ake nei. Ka noho mārire te whakakore pūkenga tae noa ki te kore e taea e ngā tīma te mahi me te kore he kaiawhina.
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