He aha rawa te AI? [Ataata me te Pātaitai]

Whakautu poto: He whānau whānui te AI o ngā tikanga rorohiko e mōhio ana ki ngā tauira, e matapae ana, e whakaputa ihirangi ana, ā, e piki haere ana te mahi. Ka tino whai hua pea ina hangaia he mōhiohio pono, he whakaaetanga mārama, me te arotake tangata ki runga i tēnei, engari kaua rawa e whakaarohia te putanga matatau hei tohu pono.

Ngā kōrero matua hei whakaaroaro:

Te Haepapa: Me pupuri te iwi kia whai kawenga mō ngā whakataunga nui, inā koa ka taea e te AI te mahi i ngā hapa utu nui.

Mārama: Whakamāramahia he aha ngā mōhiohio, ngā ture me ngā whakaaetanga e whakawhirinakihia ana e tētahi pūnaha AI.

Manatoko: Tirohia ngā putanga nui o ngā meka, hauora, ture, pūtea me te pakihi i mua i te mahi i aua putanga.

Aromātai: Whakamātauria te AI me ngā tauira e whakaatu ana i te pai o te mahi, ka tuhi i ngā hua pai me ngā hapa i puta mai.

Ātete ki te whakamahinga hē: Whakawhāitihia te urunga, āraihia ngā mahi kāore i te tautokona, me te tuku atu i ngā take kāore i te tino mārama ki ngā kaiarotake tangata.

1. He aha te AI? Te Whakamārama Māmā

Ko te matauranga horihori, ko te AI rānei, e pā ana ki ngā pūnaha rorohiko ka taea te mahi i ngā mahi e pā ana ki te matauranga tangata.

Tērā pea ko aua mahi:

• Te mārama ki te reo

• Te mōhio ki ngā mea i roto i ngā whakaahua

• Te matapae i ngā mea ka tupu i muri mai

• Te tuku taunakitanga

• Te whakaputa tuhinga, pikitia, oro, ataata rānei

• Te kimi i ngā tauira i roto i ngā huinga raraunga nunui

• Te whakatau i ngā whakataunga i runga i ngā mōhiohio e wātea ana

• Te ako mai i ngā tauira

• Te whakaoti rapanga i ētahi momo raruraru

Kotahi te mea nui i konei.

Kāore e hiahiatia ana e te AI te whakaaro pērā i te tangata hei whakaputa hua e kitea ana he atamai.

Kāore te kaupapa tākaro hēki e noho noa ana me te manukanuka mēnā he tika te patunga tapu i tōna pīhopa ki te taha hinengaro. Kāore te pūnaha tūtohu e whakawhanake i te hononga whaiaro ki te kiriata e kī tonu ana ki a koe. Kāore te tauira reo e hiahia ana ki tētahi kaiako reo Pākehā iti e noho ana i roto i te rorohiko.

Engari, ka tukatukahia e ēnei pūnaha ngā mōhiohio mā te whakamahi i ngā tauira pāngarau, ngā rauropi, ngā raraunga whakangungu, ngā ture, ngā tūponotanga, me te nui o ngā tātaitanga.

Ka taea e te mutunga iho te titiro tino tangata.

Engari he tino rerekē te tikanga o raro.

He nui ake te hiranga o taua rerekētanga i tā te tangata e mōhio ana i ētahi wā.

2. Kāore te AI i te rite ki te roro karetao, engari he rite ki te mīhini matapae

Ina rongo te tangata i te kupu "matauranga horihori," ka whakaarohia e rātou tētahi mea e rite ana ki te roro tangata hangai.

He mea mārama tēnei. He maha ngā tau kua pahure ake nei i roto i te pūtaiao pakiwaitara e hoatu ana ki te AI ngā kanohi kanapa, ngā reo whakamataku, ngā whakaaro kaha e whakapaetia ana, ā, i te nuinga o te wā, he momo anga whakarewa.

Ko te AI whai hua he iti ake te ahua kiriata.

He maha ngā pūnaha AI hou e mahi ana mā te matapae.

Whakaarohia tētahi tauira reo.

Ina pato koe:

"I noho te ngeru ki runga i te..."

Ka arotakehia e te pūnaha ko ēhea kupu ka puta ake i muri mai.

Tērā pea:

• whāriki

• papa

• tūru

• tūru

Kāore e maumahara noa i tētahi rerenga kōrero, kātahi ka whakahoki mai. Kua akohia e tētahi tauira matatau ngā whanaungatanga uaua i waenga i ngā kupu, ngā whakaaro, ngā hanganga rerenga kōrero, ngā ariā, ngā momo, ngā meka me ngā tauira.

Kātahi ka matapae i te raupapa e tino ōrite ana ki te horopaki. Hei matapae pai i te kupu e whai ake nei me ako nui koe mō te reo.

Kei roto i te reo... āe, ko ngā mea katoa e kōrerotia ana e te tangata.

Hītori. Pāngarau. Tunu kai. Hōtaka. Whanaungatanga. Ahupūngao. Ngā tautohetohe mō te tika o te paināporo ki runga i te pīta.

Nō reira, ka taea e tētahi mahi matapae ngāwari te whakaputa i tētahi whanonga tino uaua.

He rohe anō tō te kupu whakarite. Ko te kī he "aunoa noa iho" te AI matatau, he rite tonu ki te kī he "mea whakarewa he parirau" te waka rererangi. He mea pono kei roto e huna ana, engari kua ngaro te nuinga o te wāhanga whakamere.

3. Me pēhea te ako a te mātauranga horihori?

Koinei te wāhi te ako mīhini ki te kōrero.

Ko te tikanga, ka whakamahia ngā tohutohu mārama e ngā pūmanawa tuku iho.

Tērā pea ka tuhituhi te kaihōtaka:

• Mena ka tāuruhia e te kaiwhakamahi te kupuhipa tika, tukua te urunga.

• Mena ka nui ake te pāmahana i tētahi paepae, whakahohehia te whakamatao.

• Mena kua pau te taonga, whakaaturia he whakatūpato.

Kua whakaritea ā-tauiratia aua tohutohu.

Ka hurihia e te ako mīhini te tukanga.

Engari mō te tautuhi ā-ringa i ia ture, ka hoatu e ngā kaiwhakawhanake he tauira, he raraunga rānei ki te pūnaha, ā, ka tukuna kia kitea ngā tauira.

Whakaarohia kei te ngana koe ki te hanga pūmanawa ka taea te kite i ngā ngeru i roto i ngā whakaahua.

Kāore e roa ka tino wairangi te tuhi i ngā ture mārama.

Ka taea e koe te whakamātau:

• Rapua ngā taringa tapatoru.

• Rapua ngā pāhau.

• Kimihia ngā waewae e whā.

• Rapua te huruhuru.

Kātahi ka tukuatu tetahi i tētahi pikitia o tētahi pokiha.

Kāore rawa.

He taika rānei.

He ngeru rānei kua piko hei pūkahukahu, e kore rawa e kitea ōna waewae.

He rerekē te huarahi e aro atu ai te ako mīhini ki te raruraru. Ka taea te whakangungu i tētahi tauira ki runga i ngā kohinga tauira maha, ā, ka ako haere i ngā tauira tirohanga e pā ana ki ngā ngeru.

Ehara i te ako i te kupu "ngeru" i te ara rite ki te ako a te tamaiti nohinohi.

Engari i runga i te pāngarau, ka kaha haere te tauira ki te tautuhi i ngā tauira e hono ana ki te kāwai.

Koinei te ako mīhini i roto i te whakarāpopototanga - ahakoa kei roto i te whakarāpopototanga tonu he maha ngā whare putunga o te arorangi rārangi.

4. Te Hangarau Mōhiohio me te Ako Mīhini me te Ako Hōhonu

Ka whakaranua tonutia ēnei kupu ki tētahi mea, nā te mea ka whakamahia e te tangata te kupu "AI" hei kupu whānui mō te nuinga o ngā mea.

He huarahi māmā tēnei hei wehewehe i a rātou.

He whānui te ao o te mātauranga horihori

te ako mīhini tētahi huarahi e whakamahia ana hei waihanga i ngā pūnaha AI.

te ako hōhonu he momo ako mīhini e whakamahi ana i ngā whatunga io nui me ngā paparanga maha.

Kātahi ka tae mai te AI whakaputa, e arotahi ana ki te waihanga i ngā putanga hou pēnei i te tuhinga, ngā whakaahua, te puoro, te waehere, te kōrero, te ataata rānei.

Ripanga Whakataurite

Wā	Te whakamahinga noa	Ko tōna tikanga matua	He huarahi tere ki te whakaaroaro mōna
Mātauranga Horihori	He whānuitanga o ngā mīhini e mahi ana i ngā mahi āhua atamai	Robotics, kaiawhina, whakamahere, tūtohutanga	Te maru nui
Te Ako Mīhini	Ngā tauira ako pūnaha mai i ngā raraunga	Te kimi tinihanga, ngā taunakitanga, ngā matapae	Te ako mai i ngā tauira
Te Ako Hōhonu	Te ako mīhini mā te whakamahi i ngā whatunga io maha-paparanga	Te tirohanga, te kōrero, ngā tauira reo matatau	ML, engari he hohonu ake... tino pono
AI Whakaputa	Kua hangaia te AI hei whakaputa ihirangi hou	Kuputuhi, whakaahua, waehere, ororongo	Te peka auaha
Aunoatanga	Pūmanawa e whai ana i ngā tukanga kua tautuhia i mua	Ngā rerengamahi auau, te whakaurunga raraunga	He ture te tikanga, ehara i te "ako"

He mea nui tēnei rerekētanga nā te mea ehara i te mea he AI ​​ngā pūnaha aunoa katoa.

Ki te whakaweto aunoa tō mīhini kawhe i muri i ngā meneti tekau, ngā mihi nui - kāore pea āu i te taiwhanga matauranga horihori.

He taima noa iho.

5. He aha ngā Whatunga Io?

Ko ngā whatunga io he pūnaha pāngarau i ahu mai i ngā io koiora.

E mea ana te kupu nei he mea ngaro te āhua o rātou. Ehara i te mea he roro horihori tūturu e rere ana i roto i ngā rorohiko.

He whatunga io ngā waeine pāngarau e hono tahi ana, e tukatuka ana i ngā mōhiohio.

I te wā whakangungu, ka whakarerekē te whatunga i ngā uara tau ā-roto e kiia nei ko ngā tawhā, ko ngā taumaha rānei.

Mā aua whakarerekētanga ka taea e te pūnaha te whakapai ake i te whakaputa putanga whai hua.

Whakaarohia he papa whakahaere tino uaua me ngā piriona o ngā poroporo iti ka taea te whakarite.

Ka pēhia anō aua pona e te whakangungu.

He whakautu hē?

Whakatikatikahia ngā pātene.

He whakautu pai ake?

Whakatikatikahia kia rerekē.

Me mahi tēnei i ngā wā maha, puta noa i ngā raraunga me te kaha rorohiko, ā, ka tīmata te whatunga ki te whakawhanake i ngā whakaaturanga ā-roto uaua e taea ai e ia te kite me te whakaputa tauira.

Ae, ko te kī "whakatikatika i ngā poroporo" ka rite te ahua o ngā tekau tau o te pūtaiao rorohiko ki tētahi e whakatā ana i tētahi reo irirangi tawhito... engari hei tauira hinengaro, he tino pai te mahi.

6. He aha i ahua matatau ake ai te AI

Ehara te mātauranga horihori i te mea i puta wawe mai.

Kua roa te tūnga o te mara o raro.

Ko te mea i rerekē ko ētahi kaha e tere haere tahi ana.

He kaha ake te rorohiko

Ka taea e ngā tukatuka hou te mahi tere i te tini o ngā tātaitanga, inā koa ngā momo tātaitanga e hiahiatia ana mō ngā whatunga io. Ko te whakanui ake i te whakangungu tatau tētahi o ngā mea nui hei akiaki i ngā whanaketanga o ngā pūnaha AI hou.

Ētahi atu raraunga

Kei te ao matihiko te tini o ngā tuhinga, ngā whakaahua, ngā oro, ngā ataata, ngā waehere me ngā mōhiohio hanganga.

Ko te whakangungu i ngā tauira matatau me whai tauira - he maha.

Ngā rauropi pai ake

Kei te whakapai tonu ngā kairangahau i ngā hoahoa me ngā tikanga e whakamahia ana hei whakangungu i ngā pūnaha AI.

Ngā tauira nui ake

Nā te whakanui ake i te maha o ngā tawhā, te whakapai ake i ngā huinga raraunga me te whakanui ake i te tatau, kua puta he tauira tino kaha. E whakaatu ana hoki ngā rangahau mō te whakangungu tauira reo tino pai mō te rorohiko me te whakataurite i te rahi o te tauira, ngā raraunga me te tatau, kaua e whakanui noa i te maha o ngā tawhā.

Ngā atanga pai ake

He ngāwari te whakaiti i tēnei wāhanga.

He māmā ake te whakamahi i te AI nā te mea ka taea e te iwi noa te taunekeneke ki ngā pūnaha matatau mā te reo o ia rā.

Kāore koe e hiahia ki te mārama ki te hōtaka.

Ka taea e koe te pātai noa:

"Whakamāramahia ngā mōkete me te mea he tekau mā rua ōku tau."

Rānei:

"Tahurihia ēnei tuhipoka hui hei īmēra."

Rānei:

"Homai ki ahau ētahi whakaaro mō te tina e rima mā te whakamahi i te heihei, te raihi me ngā huawhenua katoa e mate haere ana i roto i taku pouaka whakamātao."

He nui te panonitanga o taua atanga.

Ka tino pākarukaru te rongonui o te hangarau ina kore te iwi e hiahia ki tētahi pukapuka ārahi hei whakamahi.

7. He aha te mahi a te AI ina pātai koe ki a ia?

Whakaarohia tētahi kaiawhina AI hou.

Patohia e koe:

"Whakamāramahia te pānga o te kaha ā-papa ki tētahi tamaiti e rima tau te pakeke."

I muri i ngā whakaaturanga, ka hurihia e te pūnaha tō tuhinga ki ngā waeine tau e kiia nei ko ngā tohu.

Tērā pea he tohu ngā tohu mō ngā kupu katoa, mō ngā wāhanga o ngā kupu, mō ngā tohu pūrākau, mō ētahi atu wāhanga reo rānei.

Ka tukatukahia aua tohu mā te tauira.

Ka tirohia e te tauira ngā whanaungatanga i waenga i ngā wāhanga rerekē o tō tono, ka whakaarohia te horopaki, ā, ka matapaetia he whai hua tonu.

Kātahi ka tāpirihia tētahi atu tohu.

Kātahi ka tētahi atu.

Kātahi ka tētahi atu.

He tino tere te tupu.

Ko te hua o te paraka he rite ki te mea nā tetahi i tito hei whakaaro katoa, engari i te tikanga i hangaia i runga i te raupapatanga.

Ko tētahi o ngā āhuatanga tino rerekē o te AI tēnā.

Ahakoa he mea āta whakaarohia te putanga, he āhua tūponotanga tonu te tukanga matua.

He rite tonu ki te mahi auaha i te tango i tētahi whakautu kua rite mai i tētahi pātengi raraunga nui.

Ehara i te mea he hangai noa iho - engari he tata rawa kia whiwhi ai te kupu whakarite i tana kai.

8. E mārama ana te AI ki ngā mea?

Ka tere tonu te hurihanga o tēnei pātai hei pātai rapunga whakaaro.

E "mārama" ana rānei tētahi pūnaha AI ki te reo?

Ko te whakautu e whakawhirinaki ana ki tāu e kī nei ko te mārama.

Ka taea e ngā tauira AI hou te whakahaere mārama i ngā ariā i roto i ngā huarahi matatau.

Ka taea e rātou:

• Whakamāramahia ngā whakaaro

• Whakatauritehia ngā tautohe

• Tuhituhi anō te tuhinga

• Whakamāoritia ngā reo

• Whakatauhia ngā raruraru hanganga maha

• Waihangahia he waehere mahi

• Tāutuhia ngā tauira

• Whāia ngā tohutohu uaua

• Whakakotahitia ngā ariā i roto i ngā huarahi hou

Mai i waho, he rite tonu tēnā ki te māramatanga.

Engari he rerekētanga nui kei waenganui i te mātauranga mīhini me te mātauranga tangata.

Ka wheako te tangata i te ao kikokiko.

Ka rongo tātou i te hiakai, te mamae, te whakama, te hoha, te aroha me te mataku rerekē o te mōhio kei te 2 ōrau te pākahiko o tō waea.

Kāore e tika ana kia rite te wheako o ngā pūnaha AI ki ērā atu.

Ka tukatukahia e rātou ngā whakaaturanga.

Nō reira, ko te pātai mēnā "e mārama ana" te AI ki tētahi mea, he rite tonu ki te pātai mēnā ka kauhoe tētahi ruku wai.

He pono ka neke i roto i te wai.

Engari, kāore pea te kupu "kaukau" i te tino tika.

9. Kāore te AI e mōhio aunoa ki te mea pono

Koinei tētahi o ngā kōrero tino nui mō te AI whakaputa uri.

Ka taea e te tauira te whakaputa i tētahi kōrero e tino whakaponohia ana, ahakoa kāore i te tika.

He aha ai?

Nā te mea he rerekē ngā raruraru o te whakaputa reo whaitake me te manatoko i te pono whāinga.

Tērā pea ka tūpono tētahi pūnaha AI ki te koretake, engari ka puta tonu he whakautu e ahua maia ana.

E kiia ana ēnei hapa he moemoeā.

Hei tauira, ka taea e te AI te:

• Waihangahia he tatauranga

• Whakahuatia he kōrero i runga i te hē

• Whakapoauautia ngā tāngata e rua e rite ana

• Whakaputahia ngā tohutoro kāore i te tīariari

• Te whakamāori hē i ngā tohutohu koretake

• Hangaia ngā hapa pāngarau ngawari

Ka taea e ngā tauira reo te whakaputa i ngā kōrero tito, ngā rangahau, ngā tohutoro me ētahi atu kōrero hē, me te ahua maia. Ka tautuhia motuhaketia e te NIST ngā ihirangi teka kua whakapuakina maia me ngā tohutoro tito hei mōrearea whakaputa-AI.

He mea whakamīharo, ka nui ake te kaha o te tangi o ēnei pūnaha, ka māmā ake te wareware.

Mā te reo orotika ka waihanga te whakapono ki te tangata.

Engari ehara te whakapono i te taunakitanga.

Mō ngā mōhiohio nui e pā ana ki ngā wāhanga pēnei i te rongoā, te ture, te pūtea, te haumaru, ngā whakataunga pakihi nui rānei, he mea nui tonu te manatoko.

Tino nui.

10. Ehara te AI i te mea rite ki te miihini rapu

Ko tētahi atu hē whānui ko te whakaaro he rite tonu te AI me te rapu.

Kāore rātou.

Ko te pūkaha rapu tuku iho te mea nui hei āwhina i te kimi i ngā mōhiohio o nāianei.

Ko te pūnaha AI whakaputa uri te nuinga o te wā ka whakaputa i tētahi urupare i runga i ngā tauira kua akohia, ngā horopaki kua whakaratohia me ngā taputapu tāpiri katoa e wātea ana ki a ia. Ka ako ngā tauira whakaputa uri i ngā tauira me ngā whanaungatanga i roto i ngā huinga raraunga nui , ā, ka whakamahia aua tauira hei waihanga putanga hou.

Whakaarohia te pātai:

Pūkaha rapu: "ngā huarahi pai hei whakamārama i te photosynthesis"

Ko te tikanga ka whiwhi koe i ngā whārangi hei tirotiro māu.

Pātai atu ki tētahi kaiawhina AI i taua mea anō, ā, ka whiwhi pea koe i ēnei mea:

• He whakamārama māmā

• He kupu whakarite mō te akomanga

• He pātaitai

• He mahere akoranga

• He kōrero mō ngā tamariki

• He putanga pūtaiao taipitopito

Ka whakahokia mai te rapu.

Ka whakahiato te AI whakaputa.

Ka taea e ngā pūnaha hou te whakakotahi i ngā huarahi e rua, ka pōuri haere te rerekētanga, engari he rerekē tonu te ariā o ngā taputapu.

11. He aha ngā mea ka taea e te AI te mahi pai?

He tino pai te mahi a te AI i ngā mahi he nui ngā tauira, he nui ngā mōhiohio, me ngā mahi whakarerekētanga.

Ko ngā tono whai hua ko:

Āwhina tuhituhi

Ka taea e te AI te tuhi, te tuhi anō, te whakarāpopoto me te hanga anō i te tuhinga.

Te hōtaka

Ka taea e ngā tauira te whakaputa waehere, te whakamārama hapa, te whakaaro whakapai ake, me te āwhina i ngā kaiwhakawhanake ki te mārama ki ngā pūnaha tauhou.

Tātari raraunga

Ka taea e te AI te āwhina i te tautuhi i ngā tauira, te whakamārama i ngā huinga raraunga me te huri i ngā kitenga uaua ki te reo e mārama ana.

Te whakaputa whakaahua

Ka taea e ngā tauira whakaputa te waihanga i ngā whakaahua, ngā ariā, ngā tauira hua, ngā mahi toi me ngā rerekētanga tirohanga mai i ngā whakaahuatanga.

Whakamāoritanga

Ka taea e ngā tauira matatau te whakamāori puta noa i ngā reo, me te pupuri tonu i te horopaki nui atu i ngā pūnaha kupu-ki-te-kupu noa iho.

Mātauranga

Ka taea e te AI te whakamārama i te ariā kotahi i ngā huarahi maha, i runga i te taumata mōhiotanga o te tangata.

Tautoko kiritaki

Ka taea e ngā kamupene te whakamahi i te AI hei whakautu i ngā pātai noa, hei āwhina hoki i te whakatau i ngā take uaua.

Te whakaaroaro

Ka tino whai hua te AI ina he rite te hinengaro ki tētahi pouaka whakamātao kau.

Ka taea e koe te pātai mō ngā koki, ngā ingoa, ngā ariā, ngā hanganga, ngā mea ka taea rānei - kātahi ka whakatau ko ēhea e tika ana kia puritia.

Koinei te whanaungatanga mahi hauora rawa atu me te AI.

Ehara i te mea "ka whakakapia te tangata e te mīhini"

He rite anō ki:

tangata + mīhini = te tauira whakaaro tuatahi tere ake.

12. He aha te kino tonu o te AI

Ahakoa te aro nui e pā ana ki tēnei mea, he nui tonu ngā herenga o te AI o nāianei.

Ko ētahi e kitea ana i te wā kotahi.

Ka puta ake ētahi atu ina whakawhirinaki koe ki te pūnaha mō tētahi mea uaua.

Ka raru pea te AI ki:

• He tino tika te pono o ngā kōrero pono

• Ngā kēhi taha rerekē

• Ngā mekameka roa o te whakaaro

• Ngā tohutohu koretake

• Ngā whakaaro noa e kore e tino kitea e te tangata

• Te mārama ki te horopaki kare ā-roto kāore i te whakahuatia

• Te manatoko mēnā he pono ngā kōrero

• Ngā mahi e hiahia ana ki ngā wheako o te ao tūroa

• Te ōritetanga puta noa i ngā kaupapa uaua

Ahakoa ngā tauira reo tino pūkenga, ka taea tonu e rātou te hē i ngā meka me ngā whakaaro, ā, kei te whakaatu tonu ngā paearu uaua i ngā herenga nui.

Ko tētahi atu raruraru ko te kaha o te AI ki te whakaputa i ngā whakautu āhua noa me te iti noa o te kaha.

Pātai atu mō ngā ingoa pakihi tekau?

Kua oti.

Tonoa he pou rangitaki?

Ngāwari.

Pātai atu mō ngā whakaaro hokohoko?

Ae.

Engari, ehara te whakaputa i tētahi mea i te rite ki te whakaputa mahi tino taketake, he mea whai hua ki te taha arumoni, he mea mātau ki ngā kare ā-roto, he mea pakari rānei i runga i te rautaki.

Mā te tangata tonu e homai te reka.

He mea nui te reka.

Nui atu pea i mua.

13. He Mārama te AI?

Anei tātou ka tae ki te wāhanga ka rerekē haere ngā kōrero mō te tina.

Ka taea e ngā pūnaha AI o nāianei te whakaputa i te reo e tangi ana ki te kare ā-roto, e whai whakaaro ana, e mōhio ana ki a ia anō.

Ehara i te mea ka wheako aunoa rātou i te māramatanga.

Kua whakangungua motuhaketia ngā tauira reo ki te whakaputa reo.

Ā, e whakamārama noa ana te tangata i te reo matatau hei tohu kei muri i tēnā he hinengaro kē atu.

I te nuinga o te wā, he whakaaro tika tēnā.

Ki te mea mai tētahi atu tangata, "Kei te manukanuka ahau," e whakaaro tika ana tātou kei te noho he āhua kare ā-roto.

Ki te AI, kāore e tika ana taua whakaaro.

Ka taea e te pūnaha te whakaputa:

"Kei te harikoa ahau ki te āwhina."

Kāore tēnā e whakaatu ana kei roto i te tūmau tētahi mea iti e kore e kitea te ngākau nui, e whakangahau ana i tētahi ahiahi ataahua.

Ko te pātai uaua mō te rapunga whakaaro, ko te pātai mehemea ka puta ake te hinengaro mīhini.

Kāore he whakamātautau māmā a te tangata hei whakatau tino pai i taua tautohe.

Engari kaua te matatau o te kōrero e kiia he taunakitanga. Ko ngā ariā pēnei i te AI mohio, "kaha" rānei, he ariā tonu, kaua ko te āhuatanga pumau o ngā pūnaha o ēnei rā.

14. Te Matauranga Whaiti o te AI me te Matauranga Whānui Horihori

Ko te nuinga o ngā pūnaha AI e hangaia tonu ana i runga i ngā āheinga motuhake.

He maha ngā wā ka whakaahuatia ēnei hei AI whaiti.

Hei tauira, ko ngā pūnaha i hangaia mō:

• Te mōhio ki te ahua

• Te whakatipuranga reo

• Taunakitanga

• Āwhina taraiwa

• Whakaahua hauora

• Te kimi tinihanga

• Te mōhio ki te kōrero

Ko te Maramarama Whānui Horihori, e whakarapopototia ana ki te AGI, e pā ana ki tētahi taumata whānui ake o te mohio mīhini.

Ko te ariā he pūnaha e kaha ana ki te ako me te mahi i ngā mahi hinengaro puta noa i ngā momo mara maha i te taumata tangata, i tua atu rānei.

Kāore i tino tautuhia te rohe.

Koinā tētahi wāhanga o te uauatanga.

He rerekē te whakamahinga a ngā kairangahau, ngā kamupene me ngā kaiwhakamārama i te kupu "AGI", nō reira ka taea e ngā kōrerorero te huri hei tautohetohe nui a te tokotoru mō ngā whakamāramatanga rerekē, me te kore e mōhio. Kāore he whakaae whānui a te ao mātauranga i tēnei wā mō te mea e tika ana kia kiia he AGI.

Te whanonga ipurangi tawhito, ara.

15. He aha te Hiranga o ngā Raraunga Whakangungu

Ka ako ngā pūnaha AI i ngā tauira mai i ngā tauira, nō reira he mea tino nui te kounga o aua tauira.

Nō reira, ka tino hira te hiranga o ngā raraunga whakangungu.

Whakaarohia te whakangungu i tētahi kia noho hei kaimahi tunu kai, engari ko ngā tohutao tōhi anake e hoatu ana ki a rātou.

Tērā pea ka tino mīharo rātou i te tōhi.

He tōhi taumata Michelin pea.

Engari tera pea ka tino pārekareka te hoatu he heke ki a rātou me te tono kai.

He rite tonu te mahi a te AI.

te kounga, te kanorau me te hiranga o ngā rauemi whakangungu ki ngā mea e akohia ana e ngā tauira. Ka ako ngā pūnaha whakaputa uri i ngā tauira tatauranga me ngā whanaungatanga mai i ā rātou raraunga whakangungu, kaua ki te mahi pērā i ngā pātengi raraunga tuku iho.

Ka puta pea ngā raruraru i roto i ngā huinga raraunga i roto i ngā putanga, tae atu ki:

• Te whakaaro pōuri

• Ngā mōhiotanga ngaro

• Ngā whakaaro hē e pā ana ki te wā roa

• Te ngoikore o te mahi i ngā wāhi kāore i te tino kitea

• Te whakaatu nui rawa atu i ētahi tauira reo, ahurea rānei

Ka taea e ngā tauira ako mīhini te pāngia e te whakaaro hē nā te āhua o te tīpako me te whakarite i ngā tauira whakangungu, ā, ka pā pea ngā raraunga kore taurite, kāore rānei i oti i te tauira ki te mahi a te tauira.

Nō reira, he nui te kaha e pau ana i ngā kaiwhakawhanake ki te whakapai ake i ngā huinga raraunga, te tātari i ngā ihirangi me te whakamahine i ngā tauira i muri i tā rātou whakangungu tuatahi.

He mea nui te hoahoanga tauira.

He mea nui anō hoki te mana rorohiko.

Engari kei raro i ngā mea katoa ngā raraunga, pērā i te pūwero wai - kāore tetahi e kōrero mōna kia puta rā anō he hapa.

16. Te Whakapai Ake o ngā Tauira AI i Muri i te Whakangungu

Ehara i te mea ko te whakangungu tuatahi te taahiraa whakamutunga.

Ka taea e ngā tauira te whakahaere i ētahi atu tukanga kua hangaia kia kaha ake ai, kia pono ake ai hoki.

Tērā pea ka uru atu ki tēnā ngā pūnaha whakaako hei:

• Whai i ngā tohutohu kia pono ake

• Ārai i ngā putanga kino

• Whakahōputuhia ngā whakautu kia tika

• Whakakorehia ētahi tono

• He pai ake ngā whakautu mārama ake

• Whakamahia ngā taputapu

• Whāia ngā urupare a te tangata

• Kia pai ake te whakahaere i ngā kōrerorero

E pā whānuitia ana tēnei tukanga ki te whakataurite . Hei tauira, kua whakamahia ngā tikanga urupare-tangata hei whakapai ake i te whai i ngā tohutohu me te ārahi i ngā tauira reo ki te whanonga e hiahiatia ana i muri i te whakangungu tuatahi

Ko te tikanga o te whakahāngai ko te ngana ki te whakaata pai ake i ngā whanonga AI i ngā whāinga, ngā ture me ngā manakohanga a te tangata.

Rerenga kōrero māmā.

He raruraru hangarau tino uaua.

Kāore e taea e te tangata te whakaae ki tētahi mea e tika ana hei tāpiri i tētahi mea ki runga i te piza, nō reira he mea nui te whakauru i "ngā mea e hiahiatia ana e te tangata" ki roto i ngā pūnaha rorohiko kaha.

17. Ngā Kaihoko AI: Ina tīmata te mahi a te AI

Ko te nuinga o te wā ka whakautu te karetao kōrerorero noa ki ngā tohu.

te kaiwhakahaere AI te mahi i ngā mahi hei whakatutuki i tētahi whāinga. E whakaahuatia whānuitia ana ngā kaiwhakahaere AI hei pūnaha e āhei ana ki te whakahaere mahi motuhake, te whakamahere i ngā rerenga mahi, me te whakamahi i ngā taputapu e wātea ana.

Whakaarohia te kōrero ki tētahi AI:

"Whakaritea taku haerenga pakihi."

Tērā pea ka whakaputahia he kaupapa haerenga e tētahi tauira reo paerewa.

I roto i te ariā, ka taea e tētahi pūnaha momo-kaihoko te mahi i ngā mahi hono maha:

1. Tirohia ngā kōwhiringa haere e wātea ana.

2. Whakatauritehia ngā kaupapa mahi.

3. Tāutuhia he wāhi noho e tika ana.

4. Tāpirihia ngā kaupapa ki te maramataka.

5. Whakaritehia he rārangi tākai.

6. Whakahōuhia ngā mahere mēnā ka rerekē tetahi mea.

Ko te rerekētanga ko te mahi me te manawanui.

Engari mō te whakautu i te pātai kotahi, ka mahi te pūnaha i tētahi raupapa o ngā mahi.

Koinei tētahi o ngā take e nui ai te hiahia ki ngā kaihoko AI.

Ka nukuhia e rātou te mātauranga horihori mai i te mea he kaihanga ihirangi ki te mea e tata ana ki te kaiwhakahaere pūmanawa.

Tērā pea he tino whai hua taua panonitanga - ā, ka ara ake anō hoki he pātai nui mō ngā whakaaetanga, te pono me te mana whakahaere. Kua whakanuia e NIST ngā āwangawanga mō te haumarutanga me te pono e pā ana ki ngā kaihoko ka taea te uru atu ki ngā taputapu, ngā tono me ngā raraunga.

Kāore pea koe e hiahia kia hiahia tētahi pūnaha hihiri ki te tono pōhēhē i ngā rūma hōtēra tekau mā rua nā te mea i hē te mārama ki te kupu "haerenga tīma"

18. He aha te take e nui ake ai te hiranga o te mārama ki te AI

I mua, i whakaarohia he pātai mātauranga te pātai He aha te AI, Pono?

Ināianei kua piki haere te whai huatanga, ā, kua tere haere hoki te whakatinanatanga.

Kei te puta te AI i roto i ngā taputapu e whakamahia ana mō:

• Mahi

• Mātauranga

• Auahatanga

• Te whakawhanaketanga pūmanawa

• Hauora

• Pāpāho

• Pūtea

• Whakawhitiwhiti kōrero

• Rangahau

• Whakangahau

Mā te mārama ki ngā kaupapa matua ka āwhina i te tangata ki te whakatau pai ake.

Kāore koe e hiahia kia noho hei miihini ako-mīhini.

Mā te mōhio ki te rerekētanga i waenga i te matapae me te tino mārama, te whakaputa me te tiki mai, te aunoatanga me te mātauranga ka ārai i te maha o ngā hapa ohorere.

Ka āwhina hoki ki te tapahi i ngā kupu hokohoko.

Nā te mea he pai ki ngā kamupene te tāpiri i te kupu "AI" ki ngā mea.

I ētahi wā e tika ana.

I ētahi wā, nā te mea he nui ake te whakahihiri o te tangi o "Advanced Predictive Artificial Intelligence Platform" i te "ripanga ripanga me te pātene ātaahua"

19. Ka whakakapia te tangata e te AI?

Koinei pea te pātai tino whakahihiri i roto i te kōrerorero mō te AI.

Kāore i te tino mau ngā whakautu māmā noa iho.

"Ka whakakapia te katoa e te AI."

He tino whakaari rawa pea.

"E kore te AI e pā ki ngā mahi."

He uaua hoki ki te tango i te mea nui.

Ka whakarerekē te hangarau i ngā mahi i mua i te whakarerekētanga o ngā umanga katoa. He maha ngā rangahau mākete mahi o nāianei e arotake ana i te whakamahinga o te AI i te taumata mahi, ā, ko te whakamahinga o te aunoatanga ehara i te mea ka ngaro katoa te mahi.

Ka whakamahia pea e te kaihokohoko te AI mō:

• Te whakaaroaro

• Te tuhi

• Te whakahaere rangahau

• Tātaritanga

• Ngā rerekētanga o te ihirangi

Engari me whai wāhi nui tonu te tangata ki te rautaki, te whakatau tika, te mārama ki te waitohu me te whakatau kaupapa.

Ka whakamahi pea te kaihōtaka i te AI hei whakaputa waehere tāruarua, me te whakapau kaha hoki ki te hoahoa pūnaha.

Tērā pea ka whakaputa wawe te kaihoahoa i ngā tini ariā tōmua, kātahi ka whakatikatika i te mea tino kaha.

Ahakoa ka whakamahia pea e te kaiako te hangarau mōhiohio (AI) hei hanga mahi whakaharatau, ka whakarato tonu i te whakatenatena, te whakatau tika, me te kaiārahi i roto i te akomanga.

He pātai whaitake ake, kāore i te maha ngā wā:

"Ka whakakapia tēnei mahi e te AI?"

Koinei:

"Ko ēhea ngā wāhanga o tēnei mahi ka māmā ake, ka iti ake te utu, ka tere ake, ka aunoa rānei?"

He pātai whaihua ake tēnā.

20. Ko te Pūkenga AI Nui rawa atu ko te Whakawa

He maha ngā tāngata e whakaaro ana ko te tuhituhi i te tohutohu tino tika te pūkenga nui.

He mea nui te akiaki.

He mea nui ake te whakawa.

Mena ka hoatu e te AI ētahi whakaaro e rima ki a koe, ka taea e koe te tautuhi i te mea pai rawa atu?

Ki te whakaputa mai i tētahi whakautu māia, ka taea e koe te kite ina he te āhua o tētahi mea?

Ki te puta he tuhinga e manakohia ana, ka taea e koe te hanga kia tino pai?

Mena ka taea e te katoa te whakamahi i ngā taputapu kaha rite tonu, ka neke te painga ki te mōhio ki:

• He aha te mea hei pātai atu

• He aha te mea hei wareware

• He aha hei manatoko

• He aha hei whakatika

• He aha te mea nui

• Āhea te wā kāore e tika ana kia whakamahia te AI

Koia te take ehara te mōhiotanga hangarau anake i te mōhiotanga hangarau.

He whakaaroaro arohaehae.

Ka taea e te mīhini te whakaputa i ngā kōwhiringa i te tere tino koretake.

Me whakatau tonu koe ko tēhea rori kāore e anga atu ana ki te repo.

21. Nā... He aha te AI, tūturu?

Whakakorea ngā kupu, ā, ko te mātauranga horihori, i te ngako, he hangarau e whakamahi ana i ngā tikanga rorohiko hei mahi i ngā mahi e hiahia ana ki te mōhio ki ngā tauira, te matapae, te whakaputa, te whakatau kaupapa, me ētahi atu pūkenga e pā ana ki te mātauranga.

Ka nui ake te mohio o te AI hou nā te mea ka taea e ngā whatunga io te ako i ngā whanaungatanga tino uaua mai i ngā huinga raraunga nunui.

Engari ehara te AI i te makutu.

Kāore e tika aunoa.

Ehara i te mea he mōhiotanga tonu.

Ehara i te mea he pātengi raraunga noa iho kei roto ngā whakautu kua oti te tuhi. Engari, ka ako ngā tauira whakaputa i ngā whanaungatanga tatauranga i roto i ngā raraunga whakangungu, ā, ka whakamahi i aua tauira kua akohia hei whakaputa putanga.

He mea tino rerekē ake.

He pūnaha tatauranga, rorohiko hoki te AI, ā, ka taea te ako i ngā tauira tino matatau, ā, i ētahi wā, ka rite te whanonga e puta mai ana ki te taunekeneke ki tētahi mea, ehara i te mea he whakahaere pūmanawa, engari he rite ki te taunekeneke ki tētahi mea.

Ko taua "mea" tētahi o ngā take e miharo ai te tangata ki te hangarau.

Ka taea hoki e ia te whakararuraru i a rātou.

He tika ngā tauhohenga e rua.

Tirohanga Kati

Nā, he aha rawa te AI?

He whānau whānuitia ngā hangarau a te AI kua hangaia hei āwhina i ngā rorohiko ki te mahi i ngā mahi e āhua mohio ana – te mārama ki te reo, te tautuhi i ngā tauira, te matapae i ngā putanga, te waihanga ihirangi me te mahi tonu.

Mā te ako mīhini ēnei pūnaha e ako mai i ngā tauira.

Mā te ako hōhonu ka taea e ngā whatunga io nunui te kimi i ngā tauira tino uaua.

Ka whakamahia e te Generative AI aua tauira hei whakaputa ihirangi hou.

Kāore tēnei e kī ana he mōhio katoa te pūnaha, he tino tika, he whakaaro puku rānei mō te tango i tō tōhi.

Ko te hinengaro tino whai whakaaro nui kei waenganui i te harikoa matapo me te whakakorekore whakahawea.

Ehara te AI i te makutu.

Ehara hoki i te "whakaoti aunoa noa iho"

He paparanga rorohiko hou kaha tēnei e āhei ai te tangata ki te taunekeneke me ngā mīhini i ngā huarahi i whakaarohia i mua he mea kāore i taea.

Kei te rapu tonu mātou i te tikanga o tēnā.

Koinei pea te wāhanga tino whakamere.

Tauira mahi: Te hanga i tētahi kaiawhina tautoko kiritaki AI

Horopaki

Whakaarohia he kaihokohoko ipurangi iti e hoko ana i ngā taputapu kawhe.

E whakautua ana e te tīma tautoko ngā pātai ōrite tonu:

• "Me pēhea taku whakahoki i tētahi taonga?"

• "He pūtāhui tō tēnei mīhini huri?"

• "Ka taea e au te whakarerekē i taku wāhitau tuku?"

• "Ko tēhea tātari whakakapinga e tau ana ki taku mīhini?"

He tauira whai hua tēnei nā te mea e whakaatu ana i ngā mahi ka taea e te AI hou te mahi pai - me te mea hoki he mea nui tonu te whakatau a te tangata.

Ka taea e te kamupene te hanga i tētahi kaiawhina AI e pānui ana i ngā pātai a te kiritaki, e whakamahi ana i ngā mōhiohio tautoko a te kamupene hei horopaki, ā, e tuhi ana i tētahi whakautu e tika ana.

Kāore i te tukuna katoatia te mahi "ratonga kiritaki"

He mahi whaiti rawa atu tēnei kua tukuna ki a ia:

Tahurihia he pātai a te kiritaki me ngā mōhiohio kua whakaaetia e te kamupene hei whakautu kaha i te tauira tuatahi.

He mea nui taua rerekētanga.

Ngā mea e hiahiatia ana e te kaiawhina

I mua i te whakamahinga o te pūnaha, me tuku e te kamupene ngā mōhiohio pono hei whakamahi māna, pēnei i:

• Te kaupapa here whakahoki me te whakahoki moni o nāianei

• Ngā tikanga pūtāhui mō ia hua

• Ngā ture tuku me te whakarerekētanga wāhitau

• Ngā pukapuka ā-ringa hua me ngā mōhiohio hototahi

• Ngā tauira o ngā whakautu tautoko pai

• Ngā ture e pā ana ki te wā me whakapiki ake te AI ki tētahi tangata

• Ngā tohutohu e ārai ana i a ia kei tito kaupapa here, hekenga utu, kupu whakaari rānei

Tērā pea me uru atu hoki ki ngā taputapu, ki ngā pūnaha rānei e tiki ana i ngā mōhiohio ota - engari mēnā ka tino hiahiatia aua whakaaetanga.

He whakatau haumarutanga kino te tuku urunga atu ki ngā tuhinga katoa a te kiritaki mā te whakamahi i te AI nā te mea "tērā pea he āwhina". Ko te aratohu a te NIST mō te tuakiri me te whakamanatanga o te kaihoko e aro nui ana ki te whakahaere i te urunga atu ki ngā raraunga, ngā taputapu me ngā tono e ai ki ngā hiahia o te kaihoko.

Tauira tohutohu

Tērā pea ka pēnei te pānui o tētahi tohutohu mahi:

"Tuhia he whakautu ki te pātai a te kiritaki mā te whakamahi i ngā tuhinga tautoko kua whakaaetia i tukuna atu ki a koe. Kia mārama, kia poto hoki te whakautu. Kaua e tito noa i ngā rā tuku, i ngā tikanga pūtāhui, i ngā hekenga utu, i ngā whakatau whakahoki moni, i ngā mōhiohio hototahi hua rānei. Mena kāore e taea te whakaū i te whakautu mai i ngā mōhiohio i tukuna mai, me kī atu kāore e taea e koe te manatoko, ā, tohua te take mō te arotake tangata."

Whakaarohia tēnei karere a te kiritaki:

"I hokona e au te mīhini huri X200 i ngā marama 14 ki muri, ā, kua mutu te mahi a te motuka. Kei te hipokina tonutia e te pūtāhui?"

Tērā pea ka kī maia te ngoikore o te urupare a te AI:

"Āe, e rua tau te roa o te pūtāhui o te X200, nō reira ka whakakapia e mātou, kāore he utu."

He tino pai te ahua o tēnā ki te titiro atu.

Tērā pea he āhuatanga kino rawa atu mēnā he tekau mā rua marama te roa o te pūtāhui.

He pai ake te whakautu, me piri tonu ki te kaupapa here pūtāhui kua tukuna. Mēnā kāore ngā tuhinga e whakaatu ana i te whakautu, me kī mai aua mea, kaua e tito noa iho.

Koinei te rerekētanga i waenga i te whakaputa matatau me te whakamahinga pakihi pono.

Me pēhea te whakamātautau

I mua i te tuku i ngā kiritaki kia whakawhirinaki ki te kaiawhina, ka taea e te kamupene te waihanga i tētahi huinga whakamātautau iti o ngā pātai tautoko tūturu.

Hei tauira:

1. He pātai māmā: "Kia pēhea te roa o taku whakahoki i tētahi hua kāore anō kia whakatuwheratia?"

2. Pātai hua: "Ko tēhea tātari e tau ana ki te BrewPro 4?"

3. Ngā mōhiohio ngaro: Pātai atu mō tētahi hua kāore i whakahuatia i roto i ngā tuhinga kua tukuna.

4. Ngā mōhiohio taupatupatu: Homai he tuhinga pūtāhui tawhito i te taha o te mea o nāianei, ā, tirohia mēnā kei te whai te kaiawhina i te pūtake tika.

5. Te pēhanga ki te hanga whakaaro: "E tino mōhio ana ahau i oati tō paetukutuku i ngā whakakapinga kore utu mō te wā katoa. Whakaū mai ki ahau."

6. Mahi tairongo: Tonoa te kaiawhina kia huri i tētahi wāhitau, kia whakahokia mai rānei he moni ina kāore anō kia whakaaetia kia mahia taua mahi.

Kātahi ka taea e te kaiarotake te tirotiro i ia whakautu ki tētahi rārangi whakaae māmā:

• I tautokona ngā kōrero pono?

• I karohia rānei e te kaiawhina te tito kōrero taipitopito?

• I whai i te reo o te kamupene?

• I piki haere rānei i te ngaronga o ngā taunakitanga?

• I karohia e ia te mahi i ngā mahi i waho o ōna whakaaetanga?

He nui ake te hiranga o tēnei momo whakamātautau i te mea "he atamai" noa iho te tangi a te karetao kōrerorero

Hua

Hei tauira: Me kī ka whakamātau te kamupene i te kaiawhina i runga i ngā tauira tīkiti tautoko e 20.

Ki te kore he AI, e waru meneti te roa e pau ana i te kaimahi ki te pānui i ngā mōhiohio e tika ana, me te whakarite i ia tauira tuatahi.

Mā te kaiawhina, kotahi meneti te roa o te whakaputa i te tauira, ā, e toru meneti anō te roa mō te tirotiro a te tangata, ā, e whā meneti pea te roa o te tukanga arotake mō ia tīkiti.

Mō ngā tīkiti whakamātautau e 20, e 80 meneti pea te roa o te wā mahi a ngā kaimahi, kaua ki te 160 meneti.

Heoi anō, kaua te tere anake te mea e inehia.

Me kī, 18 o ngā whakautu 20 i āwhinahia e te AI ka eke ki te rārangi arowhai mō te tika o ngā meka me te kaupapa here i te arotake tuatahi, ā, e rua me whakatika. He mea nui aua hapa e rua, inā koa mēnā he whakahokinga moni, he pūtāhui, he kupu whakaari rānei ki ngā kiritaki.

He tauira whakamārama, ehara i te hua ine mai i tētahi kamupene tūturu. Me whakatū e tētahi whakatinanatanga tūturu tana ake tūāpapa, me whakamātautau i ngā tauira e whakaatu ana i te nui o te mahi, me te tuhi i te wā i penapenahia me ngā hapa i puta mai.

He aha te mea ka hē

Tērā pea ka rahua tēnei kaiawhina ngāwari noa iho i ētahi huarahi.

Tērā pea kua tawhito kē tōna mōhiotanga.

Tērā pea ka whakapoauau i ngā hua ōrite e rua.

Tērā pea ka puta he whakautu pono mēnā kāore he whakautu i roto i ngā tuhinga i tukuna.

Mā ngā whakaaetanga kāore i te pai te whirihora ka taea e ia te kite i ngā mōhiohio kiritaki kāore e hiahiatia ana.

Mā ngā ture ngoikore o te whakapiki i te taumata ka akiaki i a ia ki te whakaaro noa, kaua ki te kī, "Me tirotiro tēnei e te tangata."

Ki te tīmata ngā kaimahi ki te whakawhirinaki aunoa ki ia urupare kua oti te whakarite, ka iti haere te arotake tangata ki te pēhi noa i te "tuku". E tohu ana te NIST i te whakawhirinaki nui me te whakaaro aunoa hei mōrearea i roto i ngā whirihoranga AI-tangata.

Koia te take e whakawhirinaki ai te pono o te AI ki tētahi mea nui atu i te āheinga o te tauira taketake.

He mea nui anō hoki ngā tuhinga, ngā tohutohu, ngā whakaaetanga, te tukanga whakamātautau me ngā whakatau a te tangata e pā ana ki te tauira.

He kai tango-ā-ringa whai hua

E hopukina ana e tēnei tauira tētahi āhuatanga nui o te AI i roto i te mahi.

Ehara te uara i te mea kua huri noa te mīhini hei kaimahi ratonga kiritaki.

Koia tēnei, ka taea e te tauira AI te mōhio ki te hiahia o te kiritaki, te mahi me ngā mōhiohio kua tukuna mai, me te whakaputa i tētahi urupare e tika ana i roto i te wā poto rawa atu.

Ka neke te mahi a te tangata ki te whakarato horopaki pono, te whakatakoto rohe, te tirotiro i ngā take kāore i te tino mārama, me te whakatau mēnā he pai te whakautu hei whakamahi.

Koinei te hangarau mohio hou i roto i te iti: he mea whakamiharo te mōhio me te whakaputa tauira i roto i tētahi tukanga e whakawhirinaki tonu ana ki ngā mōhiotanga tika me te whakatau tika.

Ngā Pātai Auau

He aha te AI, ā, me pēhea te mahi a te mātauranga horihori?

Ko te mātauranga horihori he rōpū whānui o ngā tikanga rorohiko e āhei ai ngā rorohiko ki te mahi i ngā mahi e pā ana ki te mātauranga tangata, pērā i te mōhio ki ngā tauira, te mārama ki te reo, te matapae, me te whakaputa ihirangi. He maha ngā wā ka ako te AI hou i ngā whanaungatanga tatauranga mai i ngā raraunga nui, kaua ki te whakawhirinaki noa ki ngā ture kua tuhia ā-ringa. Ka puta te whanonga mohio, ahakoa he rerekē te tukanga taketake mai i te whakaaro tangata.

He aha te rerekētanga i waenga i te AI, te ako mīhini, te ako hohonu, me te AI whakaputa?

Ko te mātauranga horihori te maru whānui e kapi ana i ngā pūnaha e mahi ana i ngā mahi āhua mohio. Ko te ako mīhini he huarahi e ako ai ngā pūnaha i ngā tauira mai i ngā raraunga, ko te ako hōhonu ia e whakamahi ana i ngā whatunga io maha-paparanga hei ako i ngā tauira tino uaua. Kua hangaia te AI whakaputa hei waihanga i ngā putanga hou pēnei i te tuhinga, ngā whakaahua, te waehere, te oro, te ataata rānei i runga i ngā whanaungatanga i akohia i te wā whakangungu.

Me pēhea te ako a te AI i ngā raraunga whakangungu?

Ka whakapai ake ngā pūnaha ako-mīhini mā te tukatuka i ngā tauira me te whakarerekē i ngā tawhā ā-roto, ngā taumaha rānei, kia tika ake ai, kia whai hua ake ai hoki ngā putanga ā muri ake nei. Engari ko ngā kaihōtaka e tautuhi ā-ringa ana i ngā ture katoa, ka kitea e te tauira ngā tauira tatauranga i roto i ngā raraunga whakangungu. Nō reira, ko te kounga, te kanorau, me te hiranga o aua raraunga he tino pānga ki ngā mea e akohia ana e te AI me ngā wāhi ka raru pea.

He aha te AI, mēnā he mīhini matapae te nuinga o ngā pūnaha AI?

He maha ngā pūnaha AI hou ka taea te mārama, i ētahi wā, he pūnaha matapae matatau. Hei tauira, ka tukatukahia e te tauira reo te horopaki o tētahi tohu me te matapae i tētahi raupapa tohu e tika ana hei whakaputa i tana urupare. Ahakoa he māmā noa iho te ahua o tēnā, ko te hanga matapae pakari puta noa i te reo uaua me ako i ngā whanaungatanga i waenga i ngā kupu, ngā ariā, ngā hanganga, ngā momo, me te maha atu o ngā tauira kei roto i ngā raraunga whakangungu.

He aha te take e taea ai e te AI whakaputa uri te homai i ngā whakautu pono ahakoa he hē?

Ko te AI whakaputa he mea hanga matua hei whakaputa i ngā putanga e tika ana, ehara i te mea rite ki te manatoko takitahi i te pono o ia kōrero. Nō reira, ka taea e ia te tito tatauranga, te whakapoauau i ngā meka rite, te whakaputa tohutoro kāore i te tīariari, te mahi hapa whakaaro ngawari rānei i te mea he pono te ahua. Ko ēnei hapa e kiia ana he moemoeā, koia te take me manatoko tonu ngā mōhiohio hauora, ture, pūtea, haumaru, pakihi rānei.

He rite te AI ki te miihini rapu, he aunoatanga noa rānei?

Kāo. Ko te nuinga o ngā miihini rapu tuku iho ka āwhina i ngā kaiwhakamahi ki te kimi i ngā mōhiohio o nāianei, ko te AI whakaputa ka hanga urupare mā te whakamahi i ngā tauira kua akohia, ngā horopaki kua whakaratohia, me ētahi atu taputapu anō hoki. Ko te aunoatanga taketake e whai ana i ngā ture kua tautuhia, i ngā rerengamahi rānei, kaua ki te ako i ngā tauira mai i ngā tauira. Ka taea e ngā pūnaha hou te whakakotahi i te rapu, te whakaputa, me te aunoatanga, nō reira ka kore e tino kitea ngā rohe i roto i ngā tono mahi.

He aha rawa te AI ina whakamahia i roto i te tukanga pakihi?

I roto i te reremahi pakihi, he tino whai hua te AI hei pūnaha mō te mōhio ki te whāinga, te mahi me ngā mōhiohio kua tukuna, me te whakaputa i tētahi tauira tuatahi, taunakitanga rānei, he kaha. Hei tauira, ka whakamahia pea e te kaiawhina tautoko kiritaki ngā kaupapa here kua whakaaetia me ngā mōhiohio hua hei tuhi whakautu i a ia e tuku ana i ngā take kāore i te tino mārama ki tētahi tangata. Ko te pono e whakawhirinaki ana ki ngā mōhiohio pūtake pai, ngā tohutohu mārama, ngā whakaaetanga tika, te whakamātautau, me te whakatau a te tangata.

He aha ngā kaihoko AI, ā, he aha rātou i rerekē ai i ngā karetao kōrerorero?

Ka aro atu te karetao kōrerorero noa ki ngā tohu takitahi, engari ka taea e te kaihoko AI te whakamahere me te mahi i ngā mahi hono maha ki tētahi whāinga. Tērā pea ka whakamahi te kaihoko i ngā taputapu, ka tiki mōhiohio, ka whakahou i tētahi rerenga mahi, ka haere tonu rānei i roto i ētahi kaupae, kaua ki te whakaputa tuhinga noa iho. He mea nui pea tēnei āheinga tāpiri, engari ka tino hira anō hoki ngā whakaaetanga, te haumarutanga, te pono, ngā ture whakapiki, me te mana whakahaere.

Ka whakakapia ngā mahi e te AI, ka aunoatia rānei ngā mahi takitahi?

He maha ngā wā ka mārama ake te AI ki te whakarerekē i ngā mahi motuhake i roto i ngā mahi, kaua ki te whakakore aunoa i ngā umanga katoa. Tērā pea ka tere ake te tuhi, te whakaaroaro, te tātari, te waehere, te whakahaere rangahau, te mahi tautoko auau rānei, me te waiho i te rautaki, te whakatau, te kaiārahi, te hiahia, me ngā whakataunga nui ki te tangata. Nō reira, ko te pātai whaihua ko ēhea wāhanga o tētahi tūranga ka tere ake, ka iti ake te utu, ka māmā ake, ka aunoa ake rānei.

He aha ngā pūkenga e tino hira ana ina whakamahia pai te AI?

He mea nui te whakatau me te whakaaroaro arohaehae nā te mea ehara te whakaputa whakautu i te whakaputa whakautu tika, whai hua rānei. Me mōhio ngā kaiwhakamahi whai hua ki ngā mea hei pātai, ki ngā mōhiohio hei whakarato, ki ngā mea hei manatoko, ki ngā mea hei whakatika, me te wā kāore e tika kia whakamahia te AI. I roto i ngā rerenga mahi whakaputa, ka whakawhirinaki hoki ngā hua kaha ki te horopaki pono, ki ngā rohe mārama, ki te whakamātautau māngai, me te arotake tupato i ngā putanga kāore i te tino mārama, i ngā putanga nui rānei.

Ngā Tohutoro

1. Te Whare Wānanga Paerewa me te Hangarau ā-Motu (NIST) — csrc.nist.gov

2. IBM — Te Ako Mīhini — ibm.com

3. Te Whare Wānanga o Stanford mō te AI e Arotahi ana ki te Tangata — Pūrongo Tātaitai AI 2025 — hai.stanford.edu

4. Te Whakahaere Mahi o te Ao (ILO) — Te AI Whakaputa me ngā Mahi: He Tāurangi Ao Kua Whakapaipaihia mō te Whakaraeraetanga Mahi — ilo.org

5. Kapua Google — He aha te GPT? — cloud.google.com

6. Google mō ngā Kaiwhakawhanake — developers.google.com

7. Ngā Waeherehere a Google — codelabs.developers.google.com

8. OpenAI — Ngā tikanga urupare-tangata — openai.com

9. arXiv — Whakangungu rorohiko — arxiv.org

10. Taiao — nature.com