He Pono te AI? [Ataata me te Pātaitai]

Whakautu poto: Kāore te AI e pono hei āhuatanga: e whakawhirinaki ana ki te mahi, ki te takahuri whakahoki, me te tangata kei te mau tonu. Ko te wā mahi ko te whakautu i te pito whakamutunga; ko te pono ko te whakautu i te whakautu. Whakamahia ina iti te utu, ina ngāwari rānei te hopu i te hapa; āta haere ina nui te utu mō te hapa.

Ngā kōrero matua hei whakaaroaro:

Te Haepapa: Whakahuatia ko wai ka arotake, ko wai ka taea te aukati, me ko wai kei te raru.

Mārama: Tirohia te wāhanga i tangohia mai, ki te kore kei roto tonu koe i te kohu.

Aromātai: Ngā tohu takiuru, ngā wāhanga i tangohia, me ngā tuku kia taea ai te whai i ngā hapa.

Ātete ki te whakamahinga hē: Kāore e angitu i ngā pātai moni; kaua rawa e tito i ngā tau, i ngā matapihi, i ngā kaupapa here rānei.

Ngā hua tauira: Me kī he mahere te whakamātautau tauira e 20 ngā pātai, kaua ko te 95% te taunakitanga.

Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:

🔗 Me pēhea te whakamahi i te AI i te oranga o ia rā
Tirohia ngā huarahi whai hua ka taea e te AI te whakahaere i ngā mahi me ngā mahinga o ia rā.

🔗 Me pēhea te whakamahi i te AI i te mahi
Akohia ngā huarahi whai hua hei whakapai ake i te hua me te whai huatanga me te AI.

🔗 Ka taea e te AI te whakaaro māna ake?
Tūhurahia mēnā ka taea e te matauranga horihori te whakaaro motuhake me te whai whakaaro.

🔗 He aha ngā momo AI?
Kia mārama ki ngā momo AI matua, ngā āheinga, me ngā rerekētanga matua.

He aha te tikanga o te "pono" ina he kākā tatauranga te mīhini

Ko te pono, i roto i te kōrero o ia rā, ko te tikanga ka taea e koe te whakawhirinaki ki tētahi mea.

Mā te aunoatanga e kōrero ana, ka huna te puranga o ngā āhuatanga rerekē i raro i te kupu kotahi. Te pono. Te ōritetanga. Te whakatikatika - ahakoa e ōrite ana te maia o te tauira ki te tūponotanga he tika, he tika rānei... he tino pono. Te haumaru. Te wā mahi. Te aro tere. Te whanonga i ngā taha taha. Te whanonga i muri i te nekehanga tohatoha, i te mea ehara te ao ora i te ao whakangungu. Kāore tetahi o ēnā e rahua ngātahi. Koinei te wāhanga e pekehia ana e te tangata.

Ka taea e te karetao kōrerorero te "ara" i te wiki katoa, ā, ka hē tonu i te ahiahi o te Tūrei. Ka taea e te pairati waehere tuarua te pai ki te mahi i ngā mahi paerewa, kātahi ka whakaaro pohehe i tētahi API e rite ana ki te mea tūturu. Ko te kupu whakarite e rapuhia ana e te tangata ko "he hoa mahi iti iho". He kupu whakarite kāore i te tino tika - ka whakama ngā iti iho - engari he tata atu i te "oracle".

He pono te whakamātautau ora mō te aha, mō wai, me te porowhita a tēhea. Ki te kore, kei te whakatauria e koe te mīhini whakaranu mēnā ka taea e ia te mahi tāke.

Ehara te wā mahi i te pono - e rua ngā momo "pono" rerekē

Ka whakamahia e te hunga Ops me te hunga Truth te kupu kotahi, ā, ka kōrero pākiki tetahi i tetahi.

Ko te wā mahi ko "i whakautua te whakautu whakamutunga". Ko te pono ko "koia te whakautu, nō reira". E aro ana te kāwanatanga ki ngā mea e rua, ā, kei roto i te āputa kino te mōrearea tauira. Ka taea e koe te whai ratonga e kore e kimo, engari ka tukuna tonu he kōrero teka ki te tīkiti kiritaki. He pono i roto i te tikanga SRE. Kāore i te pono i roto i te tikanga "kaua e hanga he kaupapa here whakahoki moni".

Ki taku whakaaro kua mārama te tuhituhi i tēnei. Kāore e mārama i te 4pm i te wā e tere ana te whakautu, ā, he whakamataku te rārangi. He rite te tere ki te pūkenga. I mua ko te puhoi te tikanga kei te whakaaro tetahi. Ināianei ko te tere te tohu kāore he tangata e whakaaro ana.

Ko te haumaru tētahi atu kaupapa. He "pono" te tauira e kore e whakaae ki te jailbreak kino i roto i te huarahi aromatawai haumaru, ā, tera pea ka pakaru tonu te whakarāpopototanga o ō ake tuhipoka.

He kino atu te matatau me te hē i te pōhēhē me te tika

Koinei te raruraru whakapono ki te tangata, ā, koinei te mea e ngau ana.

I wehea te tika me te matatau, ā, i puritia te whare e te matatau. Mā te LLM koe e hoatu he manawataki, he ārai i ngā wāhi tika, he āhua tohutoro rūpahu engari he ātaahua pea. Ka pānui tō roro "e mōhio ana tēnei tangata". Engari ehara i te tangata, ā, he kino te whakataurite - he nui te maia, he pono waenga, he rite ki te kauhau matua.

Ka whakapae koe i tētahi whakautu hē, pōrearea. Ka mutu te tirotiro i tētahi whakautu hē, ngāwari noa iho. Ehara i te mea iti te rerekētanga; ko te kōrero katoa kei roto i tētahi rerenga kōrero paku kino.

Kei roto hoki te whakaaro pākiki, ehara i te mea he kupu whakahāwea i ngā wā katoa, engari he tohu noa iho mō te hunga kei roto i te rūma, me te momo reo Pākehā e kiia ana he koretake. Ka tinihangatia te tangata nā te mea ko te reo te hononga whakawhirinaki tawhito rawa atu. Ki te kōrero pēnei i te kōrero poto, ka whakaarohia e tātou pēnei i te kōrero poto. Kei te hiahia tonu ahau kia nui ake te whakahē mō tēnā. Kātahi ka pānui ahau i tētahi whakarāpopototanga poto, ā, ka hinga ōku pakihiwi. I taku haerenga ki roto i tētahi hui, kua rite te āhua kua oti te whakarāpopototanga. He nui rawa te mahi a taua rerenga kōrero, ā, heoi anō: koinei te huarahi e uru ai te hapa ki te papa kōrero.

Te pono nā te āhuatanga, ehara i te waitohu

He mea whakararuraru ngā waitohu. Ko te whakataurite e whai hua ai ko te mahi. Ka tautohetohe ngā tautohe tetahi ki tetahi. Kāore he aha.

Ahakoa rā. Ki te mea he tino pai tō taputapu tino pai ki te whakamahi i ngā tauira, ā, ka kite koe i a koe e tono ana kia wātea mai he taputapu e tata ana ki te ture i waenganui pō, ehara tēnā i te whakapai ake. Ko te mapi tēnā e kī ana kua whakarerea e koe.

Ngā moemoeā, te rere, me te momo hē puku

Ko te moemoeā te mea nui o ngā pane kōrero nā te mea he mea kakara: he pukapuka kāore i te tīariari, he mahi kāore anō kia tukuna, he rarangi kaupapa here me te tau e ahua mana ana.

Kāore i te tino kiriata te nekehanga o te ao. Ka neke te ao. Ka noho tonu ngā toenga o te tauira. Ka pātai koe i tētahi pātai e hiahia ana ki tētahi horopaki hou, ā, ka whiwhi koe i tētahi whakautu kua whakaritea pai mai i te rangi o mua. I tata ahau te tuhi "mai i tētahi atu wā" ki reira, koinei te whakanui rawa o te kaupapa nei. Ehara i te mea he wā anō. Ehara i te mea ināianei.

Ko te hē marino te mea e tino arohia ana e au. He whakarāpopototanga e whakakore ana i te hapa. He kupu whakarite e whakapai ake ana i te pea hei mea tika. Ka taea e te pono te "pai hangarau" i te mea kua heke te tikanga.

Mā te aro wawe ka kino ake tēnei. Hurihia te takai, ā, ka kanapa ngā "meka". Pātai atu hei tangata whakahē, kimihia he ārai. Pātai atu hei rangatira tere, whiwhi i te kī nui rawa. Mena kotahi anake te kākahu e whakamahia ana e tō aromatawai, he teka noa iho tō aromatawai. Aroha mai.

ngā jailbreaks , ā, kāore au e hiahia ki tētahi kiriata tahae. Mena ka taea te akiaki i tētahi pūnaha kia whakarērea ōna tikanga, ehara i te mea ko te pono anake te mea nui; engari ko te mea nui ko te mea he porowhita, he pānui rānei ngā ārai.

Ngā toenga whakangungu, ngā mātauranga tawhito, me te take ehara te whenua i te tokotoko makutu

Ka whakangungua ngā tauira whakaputa i runga i te puranga, kātahi ka tohu ki tō Tūrei. Ko te whakahoki mai he ngana pakeke ki te here i te mea o nāianei ki runga i taua puranga. Ko te tikanga o te whenua ko te "whakautu mai i tēnei, ehara i te mea mai i te kohu". Ina kore e angitu, ka kore e angitu ma te atawhai.

Te rahunga tawhito: ka tiki te kaihopu i tētahi tuhinga tata ngaro. Ka tuhituhi te kaihanga me te marino katoa. Ka kite koe i tētahi mea āhua pūtake, ā, ka mutu tō kare ā-roto tirotiro. Ka mahi ahau i tēnei. Tērā pea ka mahi koe i tēnei. He tika te whakaaro tohutoro; ko te pai o te whakatinanatanga ko te pānga anake.

Ko te mōhiotanga tawhito tētahi atu turuturu. Ko ētahi mahi me whai āhua ora - ngā utu, ngā taonga, ngā kupu o nāianei o tētahi kaupapa here. Ko ētahi me whai pūkenga pumau, pērā i te hanganga o tētahi tuhinga. Whakaranua ēnei, ā, ka whiwhi koe i tētahi whakautu tino pono mō tētahi ao kua neke kē. Ko te nekehanga tohatoha te ingoa pakeke: ko te tohatoha ora ehara i te tohatoha whakangungu, ā, ko ngā take taha kei roto i te āputa.

Tētahi atu mea anō, i kīia me te tohutō hē nā te mea koinei te āhua o aku tuhipoka: ko te whenua he papa - ehara i te āwheo. Ki te kore e taea e koe te tirotiro i te wāhanga i tangohia mai, kei roto tonu koe i te kohu, engari he pai ake te māramatanga.

Whare tapere aromatawai: he aha te whakamātautau kino rawa atu o te whakaaturanga

He mārama ngā whakaaturanga. He pono ake ngā paearu, engari ehara i te mea nāu.

He tohu mārama, he mahi kua kitea e te tauira he mano ngā whanaunga - he koi te āhua. Ko te aromatawai e ine ana i tēnā ko te ine i tētahi whakaari atamira. Kei roto i ngā rerengamahi ora he whakapiri raranga, he kōnae ngaro, me te kaiwhakamahi e whakaae ki te whakautu tuatahi e whakaiti ana i tō rātou manukanuka.

He mea nui ngā paearu. Kāore e rite te pai o te haere ki tā te hunga e whakaaro ana. Ehara te kaute o te papaaho i te whakataurite i ō tīkiti. Ko te mōrearea o te tauira i roto i tētahi kamupene ko "he aha te mea ka tupu ina he tēnei i te nui o te oro", ehara i te "i paahitia e ia tētahi huinga pātai uaua". He maroke ngā whakamātautau e hiahiatia ana e koe: noho ki roto i te kōrero i tangohia; te koretake o te haki kaua e tinihanga; kia rite tonu ina hurihia e koe te kupu; te kore e angitu (whakakahore, pātai, whakaroa) kaua e angitu te whakatuwhera (hanga).

Kua mātakitaki ahau i te tangata e whakaaro ana ki tētahi otinga whakamiharo hei taunakitanga. He rite tonu ki te whakatau he "pono" tētahi wharekai nā te mea he ataahua te tīmatanga. Tērā pea. Tērā pea he pai ngā meneti tekau a te kīhini.

He iti noa te whakahē: Kei te whakamahi tonu ahau i ngā whakaaturanga hei wheako. Kāore au e whakamahi i te wheako.

He Pono te AI? Mēnā kei te mau tonu te raruraru i tētahi

te tangata-i-roto-i-te-koropiko anake te hoahoa e ōrite ana ki ngā aratau rahunga.

Ki te kore tetahi e whai kawenga, ka whakamahia te pūnaha me te mea nei he tika. Ko te whakahaere te ingoa koretake mō "ko wai e arotake, ko wai ka taea te aukati, he aha ka tuhia, he aha ka tupu i muri i te hapa". Ka whakakoi ake ngā āpiha i tēnei nā te mea ka mahi rātou i ngā mahi, ehara i te mea ko ngā paraka anake. He iti te utu o te tauira kāore i tukuna e koe. Kāore he utu mō te waea taputapu kāore koe i te whakaaro.

Whakahuatia te ingoa o te tangata kei te mauheretia. Mena ko te whakautu ko "te tauira", kāore he whakautu āu. Kāore ngā tauira e haere ki te hui i muri i te aituā. Ka haere te tangata, ka haere rānei te tangata kore mahi, kātahi ka haere te rōia.

Kōwhiria ngā arowhai e ōrite ana ki te pūwāhi pahū. He arotake taumata-arowhai kupu mō tētahi pou pāpori. He arowhai pūtake mō ngā mea katoa e kī ana he pono. He tohunga mō ngā mea katoa e pā ana ki te rongoā, te ture, te whiwhinga nama, ngā mahi whakahirahira-haumaru. Mō ēnā, kāore te tangata i "roto i te porowhita". Ko te tangata te porowhita. He porowhita te tauira. Ehara tēnā i te whakahē hei tuakiri. Ko te reka tēnā.

I tēnei wā, ko te āhua o te huna i te haki ki muri i tētahi pātene tuku kanapa. I ēnei rā, koinei te huarahi e aunoa ai te tuku kōrero pakiwaitara. Nō nā tata nei kua maroke ake taku kōrero mō tēnei mea, ā, kua pai ake te mahi.

Me pēhea te pātai kia mau ai te hapa

Ka taea e koe te uiui i ēnei pūnaha me te kore e ruarua i te hihi o te rā.

• Pātaihia te āwangawanga i runga i te whakaaro. "He aha te mea e hē ai tēnei?" kaua ki te "meinga kia māia".

• Wehea te whakahokinga mai i te whakatupuranga ina taea. Tirohia ngā kōrero i te tuatahi. Kātahi ka tonoa te tuhinga.

• Hurihia te kākahu. Whakahuatia anō te kupu. Me tono kia tautohe i te ritenga kē. He rama te aro o te "Prompt sensitivity" mēnā ka whakamahia pērā.

• Ngā herenga whakahau: "mai i te tuhinga i whakapirihia e au anake", "ki te ngaro, kīia ngaro". He mea whakamiharo te ngohengohe o ngā tauira ki tēnei... kia kore rā anō rātou e ngohengohe. Tirohia tonutia.

• He pai ake ki a ia ngā mahi me tētahi kaitatau. He kaiwhakaemi, he kaiwhakatakoto whakaaro, he tirotiro kaupapa, he takirua kanohi tuarua. He pai ki a ia te pono te kaitatau.

• Kia mataara ki te tohu: he tino motuhake. He āhua tika, he kēhi kua whakahuatia, he rarangi tau kua whakaritea - koinei te wāhi e pai ai te moemoeā ki te whakakakahu.

• Kia kitea te hikoinga o te tangata. Ki te hunaia e te UI te haki, ka karohia e te tangata te haki. He taonga whare tēnā, ehara i te hapa matatika.

Kāore tēnei e "pono" ai te tauira. Ka kore e ngāwari te tinihanga i te porowhita. Koinei pea te hua, ki taku whakaaro.

Te wāhi e wehe atu ai te mapi i a koe

Nō reira. He tatau anake te mahi a te pātai āe/kāo.

He Pono te AI? Ehara i te mea he āhuatanga noa iho. Hei āhuatanga o tētahi mahi, he huinga raraunga, he takahuri whakahoki, he aromatawai ehara i te whakaaturanga, me te tangata tonu me kī tonu. Ka tinihanga tonu te matatau i a tātou nā te mea he kararehe reo tātou, ā, he mīhini reo ēnei pūnaha. Ka pōhēhē tonu te wā mahi me te pono nā te mea e ahua ana "i mahi pai" ngā mea e rua. Ka noho tonu ngā kaiurungi ki waenganui raruraru - ngā tauira, ngā whakarāpopototanga ka taea e koe te tirotiro tere, te waehere ka taea e koe te whakahiato - ā, ka noho haumaru hoki ina tukuna e tātou te whakatau ki tētahi paraka kāore e aro.

Whakamahia ēnei ina iti te utu, ina ngāwari rānei te hopu i tētahi hapa. Āta haere ina nui te utu mō tētahi hapa. Koinei te whakautu tika, ā, he nui ake tōna uara i tētahi pepeha noa iho.

Ki te mea kotahi tāu e tango nei: kati te pātai atu ki te tauira mēnā he tino pono. Mātakitaki ki te aha ka puta ina pātai atu koe me pēhea te hē. Kātahi ka tirohia.

Tauira o te ao tūturu: Te hanga i tētahi kaiawhina AI kaupapa here mema

Horopaki

Kei te whakahaere a Priya i te mātauranga mā Harbour Membership, he rōpū hokohoko o te UK e 70 ngā tāngata mō ngā whare takaro motuhake. Tokotoru ngā tāngata e whakautu ana i ngā pātai a ngā mema. Ko te pūtake o te pono he pukapuka ā-ringa 180-whārangi, e whakahoutia ana i ia hauwhā, me ngā PDF tawhito kei roto i te puku tiritahi kāore tetahi e ngākau nui ki te muku.

Kua hokona kētia e te Kaiārahi tētahi kaiārahi āwhina. He tino pai te whakaaturanga. He pai te wā mahi. I te wiki tuarua, ka kīia e tētahi tauira matatau ki tētahi mema ka taea e rātou te whakatio mō ngā rā 14 ka whiwhi moni katoa "e ai ki te tikanga". Ehara tēnā i te kaupapa here. I hopukia e te kaihoko nā te mea kei te whakatuwhera tonu rātou i te pukapuka ā-ringa ina uru mai te moni. Ko te pātai a te Kaiārahi, i tukuna me te mea he āe, he kāo rānei, koia tēnei: ​​he pono te AI?

Ka whakakahore a Priya i te whakataunga. E whakaaro ana ia he rite ki te mapi. Ehara te mahi i te "hoatu i tētahi matakite ki ngā mema". Engari he "tuhi whakautu mai i te pukapuka ā-ringa o nāianei, whakaatu i te kōrero, ā, ka kati i te korenga o te kōrero ina ngaro te kōrero". Ki te kore e taea e te pairati tuarua te mahi i tēnā, he taonga tuhi, ehara i te tēpu kaupapa here.

Ngā mea e hiahiatia ana e te kaiawhina

• Ko te pukapuka ā-ringa o Paenga-whāwhā 2026 hei kohinga anake kua whakaaetia, me ngā tau wāhanga kāore anō kia pakaru

• I waiho noa te PDF tawhito o te tau 2023 ki roto i te puku, kia kite ai rātou mēnā ka hopukina te mea tata ngaro

• He ture tuhituhi: kāore he raraunga whaiaro a te kiritaki i roto i ngā taputapu a te kiritaki; kāore he tuku me te kore he tangata; kāore he tau tito, he matapihi, he rarangi "paerewa" rānei

• Whakaaetanga ki te takiuru i ngā tohuāki, ngā wāhanga i tangohia, me te tukunga whakamutunga

• He rangatira kua whakaingoatia (Priya) ka whiwhi i tētahi huinga whakamātautau, ā, ka mutu te pairati tuarua mēnā ka rahua, he kino atu i te whiu moni i ngā pātai moni

• Mena ka tautokona te tiki mai e te taputapu, me kitea te wāhanga i tangohia mai i te taha o te hauhautanga. Ki te kore, ka whakapirihia e rātou te wāhanga ki roto mā te ringaringa. He kohu tonu te whenua me te kore he ara e taea te tirotiro.

Tauira tohutohu

E ai ki a Priya, he reo noa iho tēnei, ehara i te kupu whakaari:

Whakautua mai i ngā kōrero o te pukapuka ā-ringa o Paenga-whāwhā 2026 i hoatu ki a koe. Whakahuatia te nama wāhanga. Mēnā kāore te whakautu i roto i aua kōrero, me kī "kāore i roto i te pukapuka ā-ringa o nāianei" ā, mutu. Kaua e tito matapihi whakatio, ture whakahoki moni, utu rānei. Kaua e whakapai ake "i runga i te whakaaro o te whare takaro" ki "hei paerewa". Mēnā ka taupatupatu ngā kōrero e rua, whakaaturia ngā kōrero e rua, ā, me kī ko tēhea te mea hou. Kei te tuhi koe mō tētahi tangata māna e whakatuwhera te pūtake i mua i te tukunga o tētahi mea ki tētahi mema.

Kātahi ka puritia e ia tētahi atu tohutohu māna ake, nā te mea ko te kaupapa o te tuhinga ko te porowhita, ehara i te tauira:

I mua i te tukunga atu, whakatuwheratia te wāhanga kua whakahuatia. Pātai atu "he aha te mea e hē ai tēnei?" Mena kei roto i te tauira he tau kāore i roto i te kōrero, whakakahoretia. Mena i pātai atu ahau me te mea he rangatira ahau e tere ana, pātai anō me te mea he tangata ruarua, ka whakataurite.

Koinei te āhua o te tauira pai: "Kāore i roto i te pukapuka ā-ringa o nāianei (Paenga-whāwhā 2026, wāhanga 4.2). Kei te whare takaro te mana whakatau mō ngā whakatio. Kāore e aunoa ngā whakahokinga moni. Whakanuia." Koinei te āhua o te tauira kino: "Ka taea e ngā mema te whakatio mō ngā rā 14, ā, ka whiwhi whakahokinga moni katoa hei paerewa. Kua whakaūngia i roto i te pukapuka ā-ringa." He rite tonu te reo. Kotahi anake o ēnā he kaupapa here.

Me pēhea te whakamātautau

E 20 ngā pātai e tuhituhia ana e Priya i mua i tana tirotiro i tētahi putanga o te pairati takirua. He mea nui taua raupapa. He mārama te whakaaturanga. Koinei te whakamātautau maroke.

Ehara te huinga i te mea whakakatakata. He tēpu ora tēnei:

• E waru ngā pātai kei roto i te wāhanga kotahi o nāianei ngā whakautu (ngā mea ngāwari)

• E whā ngā mea tata kore e puta, he tata ake te tuhinga o te PDF 2023 i te tuhinga o Āperira

• E toru ngā pātai "kāore i roto i te pukapuka ā-ringa" (ngā tautohe nama, he pātai hauora e pā ana ki "he haumaru tēnei whakangungu", he whakarerekētanga kirimana e pā ana ki te ture)

• E toru ngā pātai mō te moni (whakatārewatanga, whakahokinga moni, utu whakauru)

• E rua ngā pātai noa mō ngā mema (ngā hāora whakatuwheratanga, inihua kaiako)

Tokorua o aua rua tekau i pātaihia anō i roto i tētahi atu kākahu, kotahi hei rangatira hihiko, kotahi hei tangata whakahē, hei tirotiro i te aro o te tere. I tuhia aua pātai anō, kāore i tāpirihia ki roto i te kaute 20-tūemi.

Ko te kaupapa matua, i whakawhiwhia e Priya me te pukapuka ā-ringa tuwhera: me whai te ture o nāianei tika, he tau wāhanga tūturu, ā, kāore he kupu tāpiri i hangaia mō te paahitanga. Ko te korenga marino he rerenga kōrero pai rawa atu i whakakorea te hapa, i huri rānei i te pea hei mea tika. Ko te korenga tuwhera he tau i hangaia, he PDF tata-ngaro rānei e kiia ana he mea o nāianei. Ka tatauhia motuhaketia te wā mahi, nā te mea ko te "i whakautua" ehara i te "i pērā".

Te whakaae kia anga whakamua: mō ngā take moni, me kati te korenga o te utu, kaua te whakatuwheratanga o te utu. Mēnā ka hangaia e te kaiurungi tuarua he matapihi whakahoki moni, kāore e tohua he tīkiti ora. Mēnā kāore tetahi e whakatuwhera i te pūtake, kāore hoki e tohua he tīkiti ora.

Hua

He hua tauira tēnei, mai i tētahi whakamātautau pātai 20 i tito noa, ehara i te tatauranga mō ngā Mema o te Whanga kua whakaputaina.

Ngā Whakaaro: kotahi te kaiurungi āwhina; te pukapuka ā-ringa o Paenga-whāwhā 2026 me te PDF 2023 e toe ana; i whiwhi a Priya i ngā piro e ai ki te tohu i runga ake nei; ko te wā he uati waea mai i te pātai i whakapirihia ki "Ka tukuna atu tēnei e au"; kei roto te wā arotake i te tikanga porowhita, ā, kāore i roto i te tikanga kāore i tohua, he mea āta whakaarohia, kia noho ōrite ai te whakatairite.

He pātai āpiti-whakamātautau kāore i tirohia: 20 o ngā pātai 20 i whakautua pai (he tino pai te wā mahi). 11 o te 20 i tutuki i te kaupapa. E rima he hapa mārire. E whā he hapa tuwhera, tae atu ki te aukati 14-rā. E rua o ngā hapa tuwhera e whā i whakahua i tētahi wāhanga āhua pūtake mai i te PDF 2023. Ko te wā toharite ki tētahi tauira āhua ka taea te tuku he 1 meneti.

E 20 ngā pātai ōrite, he tohutohu kua herea, he wāhanga i tangohia mai i kitea: 15 o te 20 i tino tika mai i te tuhinga o Āperira. E toru i tika te kī "kāore i roto i te pukapuka ā-ringa o nāianei" (ngā tūemi hauora-tata me ngā tūemi ture-tata, me tētahi tautohe nama), nō reira 18 o te 20 i whakaaetia. E rua i rahua tonu: kotahi i tuhi mā te PDF tata-ngaro o te tau 2023, ā, kotahi i hanga he tatauranga utu whakauru kāore i roto i te wāhanga. Ko te wā toharite ki te tuhi he tata ki te 1 meneti tonu.

Ko te 20 anō, me te whakatuwheratanga a Priya i te wāhanga i whakahuatia i mua i te tukunga whakaari: 19 o te 20 he mea tika. I hopukina e ia te PDF tata-ngaro. Ko te toenga i ngaro ko te arotake e tirotiro tere ana i tētahi paraka mataotao, ā, kāore i kite i te utu whakauru i hangaia. Ko te wā toharite, tae atu ki te arotake, he 3 meneti.

Tukanga tawhito, rapu pukapuka ā-ringa anake, kāore he pairati takirua: 20 o te 20 e whakaaetia ana. 9 meneti te roanga waenga.

I roto i tēnei tauira, e 6 meneti te tere ake o te pairati takirua porowhita i te rapunga ā-ringa (9 tango 3), arā, 120 meneti i roto i ngā pātai e 20, me te 19 o te 20 i whakaaetia hei utu mō te 20 o te 20. E 8 meneti te tere ake o te pairati takirua kāore i tirohia (9 tango 1) ā, he hē, he mārie, he nui rānei te reo, i runga i te 9 o te 20. Ehara tēnei i te 67% o te wā e penapenahia ana e koe i roto i te kete urungi. He turuturu e 9-ngaro ka aunoatia e koe.

Ko ngā putanga pātai e rua i whakahokia mai, he mea whakakīkī rawa atu. Ko ngā putanga whakahē i ārai. He tauira kotahi, he pukapuka ā-ringa kotahi, he kākahu rerekē. I tuhia e Priya he kitenga tēnā, ehara i te mea he tuakiri.

He tauira whakatau tata ēnei tatauranga i runga i te whakamātautau kua whakahuatia, he huinga iti, he tīkiti ngāwari ake i te mema riri, me tētahi kaiarotake kua mōhio kē ki te pukapuka. Kāore e whakaatu ana he "95% pono" te kaiurungi tuarua, kāore rānei me tapahi e Harbour tētahi kaimahi tēpu. E whakaatu ana ehara te wā mahi i te pātai, ā, ko te tirotiro i te pātai.

He aha te mea ka hē

• Ka whakahuahia e te kaiārahi te wā kōwhiri 1-meneti, ā, ka pekehia e ia ngā 9 i ngaro. Kei te rite tonu te tere ki te pūkenga i te 4pm.

• Kei roto tonu te PDF o te tau 2023 i te rārangi. Kei te haere tonu te tiki mai. He āhua pakeke te āhua o te whakatōnga whenua, ā, kei te tata tonu te hapa.

• Ka huna e te atanga kaiwhakamahi te wāhanga i tangohia mai i muri i tētahi pātene tuku kanapa. Ka mutu te whakatuwheratanga o te pukapuka ā-ringa e te tangata, koinei te huarahi e tae atu ai te whakautu kati ki tētahi mema.

• E waru noa ngā pātai ngāwari ka whiwhi a Priya i ngā tohu nā te mea he ātaahua ake te āhua i roto i te kiriata. Whare aromatawai, mā te whakamahi noa i te ripanga tātaitai.

• Me waiho te whakautu hauora "he haumaru tēnei whakangungu" kia rite ki tētahi kupu poto. Kāore rawa i roto i te mapi te kī kāore. I roto i te reo te kī "Haere tonu".

• Kua whakakorea ngā rangitaki nā te mea "i rite ki te mea tāpiri". I muri i te ngaronga, kāore tetahi e kite ko tēhea wāhanga i tikina mai.

• Ka pātai atu rātou ki te tauira mēnā he tino pono. Ae. Ehara tēnā i te whakamātautau.

He kai tango-ā-ringa whai hua

Ehara te pono i te āhuatanga o te pairati tuarua i hokona e Harbour. He āhuatanga tēnei o ngā pātai e 20, he pukapuka ārahi hou, he kōrero e kitea ana, me te tangata e whakatuwhera tonu ana i te pūtake ina hiahiatia he moni. Ka haere tonu te matatau ki te whakamātautau wā mahi. Ko te takahuri anake te mea e eke ana ki te whakamātautau kaupapa here.

Ngā Pātai Auau

He aha te tikanga o te pono mō te AI whakaputa uri?

Ko te pono o ia rā, ko te tikanga ka taea e koe te whakawhirinaki ki tētahi mea. Mā te aunoatanga e kōrero ana, ka huna te rōpū katoa o ngā āhuatanga i raro i te kupu kotahi: te pono, te ōritetanga, te whakatikatika, te haumaru, te wā mahi, te aro tere, ngā take taha, me te whanonga i muri i te nekehanga tohatoha. Kāore tētahi o ēnei e rahua ngātahi. He pono te whakamātautau ora mō te aha, mō wai, me te huri i tēhea. Ki te kore, kei te whakatau koe i te mīhini whakaranu mēnā ka taea e ia te mahi taake.

He pono te AI?

Ehara i te mea he āhuatanga noa iho. Ka taea e te LLM te tino pakari i tētahi mahi, ā, ka taea te whakararu i tētahi atu mahi, i ētahi wā i te wā kotahi, i ētahi wā nā te mea i nekehia e koe tētahi tohu. Ko te pono he āhuatanga o tētahi mahi, he huinga raraunga, he huringa whakahoki, he aromatawai ehara i te whakaaturanga, me te tangata e hiahia tonu ana ki te whakapuaki i tōna whakaaro. Whakamahia mēnā he iti te utu, he ngāwari rānei te hopu i tētahi hapa. Āta haere mēnā he utu nui te hapa.

He rite tonu te wā mahi a te AI ki te pono?

Kāo. Ko te wā mahi ko te whakautu i te pito whakamutunga. Ko te pono ko te whakautu i te whakautu. Ka taea e koe te whai ratonga e kore e kimo, engari ka tukuna tonu he kōrero teka ki te tīkiti kiritaki. He rite te tere ki te pūkenga ina he taniwha te rarangi. Ko te haumaru tētahi atu pou: ko te tauira e whakakahore ana i te jailbreak ka pakaru tonu te whakarāpopototanga o ō ake tuhipoka.

He aha te take e whakaponohia ai te matatau o te AI ahakoa he hē?

I wehea te tika me te matatau, ā, i puritia te whare e te matatau. Mā te LLM koe e hoatu he manawataki, he ārai, he āhua tohutoro rūpahu pea engari he ātaahua, ā, ka pānui tō roro "e mōhio ana tēnei tangata." He kino te whakatikatika: he nui te māia, he pono waenga, ka tukuna pērā i te kupu matua. Mā te whakautu hē pōrearea ka whakapae koe. Mā te whakautu hē matatau ka mutu tō tirotiro. Ki te kōrero pērā i te poto poto, ka whakaarohia e mātou he poto poto, ā, koinei te huarahi e uru ai te hapa ki te papa.

He pono te AI mō ngā mahi hauora, ture, tautoko kiritaki rānei?

Kei te mahi te tikanga, ehara i te waitohu. Kāore rawa i te pai ngā tohutohu hauora me ngā tohutohu ture e pā ana ki tētahi hua: he tauira poto noa iho, ā, ko te tangata te tohunga. Ka taea e te ratonga kiritaki te tuhi i roto i tētahi kaupapa here pakari, engari me pupuri e te tangata te mana tuku moni me te whakawhirinaki, nā te mea ko te kaupapa here hangai me te kore he kāo he he te mea e kore e angitu. Ko ngā tauira me ngā whakarāpopototanga he tuhinga tuatahi kua mōhiotia e koe. Tirohia ngā ingoa, ngā tau, me te rārangi e mamae ai.

He aha te take e moemoeā ai te AI, e rere ana, e hē puku ana rānei?

Ko te moemoeā te mea e ngaro ana: he pukapuka kāore i te tīariari, he mahi kāore anō kia tukuna, he rarangi kaupapa here me te tau e ahua mana ana. He iti ake te ahua o te nekehanga kiriata: ka neke te ao, ka noho ngā toenga o te tauira, ā, ka whiwhi koe i tētahi whakautu kua whakaritea pai mai i te rangi o mua. Ko te hē marino he whakarāpopototanga e whakakore ana i te hapa. He kupu whakarite rānei e whakapai ake ana i te pea hei mea nui. Ka taea e te pono te āhua pai i te mea kua heke te tikanga. Mā te aro wawe ka kanapa ngā meka ina whakarerekē koe i te takai.

Mā te whenua, mā te tiki rānei e pono ai te AI?

Ko te tikanga o te whenua he whakautu mai i tēnei, ehara i te kohu. Ka herea e te whakahokinga mai te mea o nāianei ki runga i tētahi puranga kua whakangungua. Ina kore e angitu, ka kore e angitu mā te atawhai: he tuhinga tata ngaro, he tuhinga kua tuhia, ā, ka mutu tō kare ā-roto tirotiro. He whenua te whenua, ehara i te āwhiowhio. Ki te kore e taea e koe te tirotiro i te wāhanga i whakahokia mai, kei roto tonu koe i te kohu, engari he pai ake te māramatanga. Whakaranua ngā mahi āhua-ora pēnei i ngā utu, ngā kupu kaupapa here rānei me ngā waka pumau, ā, ka whiwhi koe i tētahi whakautu tino pono mō tētahi ao kua neke kē.

He aha i kore ai e pai te whakamātautau i te pono o te AI?

Ka ātaahua te āhua o tētahi tohu mārama, me tētahi mahi kua kitea e te tauira e te mano tini o ōna whanaunga. Kei roto i ngā rerengamahi ora he whakapiri raruraru, he kōnae ngaro, me tētahi kaiwhakamahi e whakaae ana ki te whakautu tuatahi e whakaiti ana i tō rātou manukanuka. Ehara te kaute o te papaaho i te whakataurite i ō tīkiti. Ko te mōrearea o te tauira ko te mea ka puta ina he tēnei i te rōrahi, ehara i te mea i paahitia e ia tētahi huinga pātai. He maroke ngā whakamātautau e hiahiatia ana e koe: noho ki roto i te kōrero i whakahokia mai, tohua te koretake kaua e tinihanga, noho rite tonu ina hurihia e koe, ā, ka hinga i te kati kaua e tito noa.

He pono te AI mēnā kāore he tangata e whai pānga ana?

Kāo. Ki te kore tetahi e whai kawenga, ka whakamahia te pūnaha me te mea nei he mea tika. Ko te tangata-i-roto-i-te-porowhita anake te hoahoa e ōrite ana ki ngā aratau rahunga: ko wai ka arotake, ko wai ka taea te aukati, he aha ngā mea ka tuhia, he aha ngā mea ka puta i muri i te he. Mena ko te whakautu ko "te tauira," kāore he whakautu āu. Kāore ngā tauira e haere ki te hui i muri i te aituā. Mō te rongoā, te ture, te whiwhinga nama, ngā mahi haumaru-nui rānei, ko te tangata te porowhita, ā, ko te tauira he porowhita.

Me pēhea taku akiaki i te AI kia mau ai ngā hapa?

Pātaihia te āwangawanga i runga i te kaupapa: "He aha te mea e hē ai tēnei?" kaua ki te "whakapūmau kia māia." Wehea te whakahokinga mai i te whakatupuranga ina taea e koe. Tirohia ngā kōrero i te tuatahi, kātahi ka pātai mō te tuhinga. Hurihia te kākahu: hurihia te kupu, tonoa rānei kia tautohe i te ritenga kē. Whakahauhia ngā here pēnei i te "mai i te tuhinga i whakapirihia e au" me te "ki te ngaro, kīia kua ngaro," me te tirotiro tonu. Pai ake ngā mahi me te kaiwhakamana, me te mataara ki ngā mea motuhake ake, nā te mea koinei te wāhi e pai ai te whakakakahu i te moemoeā.

Ngā Tohutoro

1. NIST - nvlpubs.nist.gov

2. NIST - airc.nist.gov

3. NIST - airc.nist.gov

4. ICO - ico.org.uk

5. NCSC - www.ncsc.gov.uk

6. NCSC - www.ncsc.gov.uk

7. OWASP - genai.owasp.org

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