Whakautu poto: Kāore ngā taputapu kite AI e "whakamātautau" i te kaituhi i tētahi mea; ka whakatau tata rātou i te tata o te hononga o tētahi kōrero ki ngā tauira tauira reo kua mōhiotia. Ko te nuinga e whakawhirinaki ana ki te ranunga o ngā whakarōpūtanga, ngā tohu matapae (te pōhēhē/te pakaru), te ine i te momo tuhituhi, ā, i ētahi wā onge, ngā tirotiro tohuwai. Ina poto te tauira, he tino whaimana, he hangarau, he kaituhi ESL rānei, me whakaaro te kaute hei tohu ki te arotake - kaua hei whakatau.
Ngā kōrero matua hei whakaaroaro:
Tūponotanga, kaua he taunakitanga: Whakaarohia ngā ōrau hei tohu mōrearea "rite ki te AI", kaua he tino pono.
Ngā hua hē: He maha ngā wā ka hē te tohu i ngā tuhinga ōkawa, hangarau, tauira, kāore rānei i te taketake.
Ranunga tikanga: Ka whakakotahi ngā taputapu i ngā whakarōpūtanga, te pōhēhētanga/te pakū, te ine āhua, me ngā tirotiro tohuwai onge.
Māramatanga: He pai ake ngā taputapu kite e taea ai te kite i ngā whānuitanga o te mata, ngā āhuatanga, me te koretake - kaua ko te tau kotahi anake.
Whakataetae: Puritia ngā tauira/tuhipoka me te tukatuka i ngā taunakitanga mō ngā tautohe me ngā piira.
Ngā tuhinga ka pai pea koe ki te pānui i muri i tēnei:
🔗 Ko tēhea te pūoko AI pai rawa atu?
Ko ngā taputapu kimi AI pai rawa atu i whakaritea mō te tika, ngā āhuatanga, me ngā whakamahinga.
🔗 He pono rānei ngā pūoko AI?
E whakamārama ana i te pono, ngā hua hē, me te take e rerekē ai ngā hua.
🔗 Ka taea e Turnitin te kite i te AI?
He aratohu katoa mō te kimi, ngā herenga, me ngā mahi pai rawa atu a Turnitin AI.
🔗 He tika te pūoko QuillBot AI?
He arotake taipitopito o te tika, ngā kaha, ngā ngoikoretanga, me ngā whakamātautau o te ao tūroa.
1) Te whakaaro tere - he aha te mahi a te pūoko AI ⚙️
Kāore te nuinga o ngā taputapu kite AI e "hopu ana i te AI" pērā i te kupenga e hopu ana i te ika. He mahi noa iho tā rātou:
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Ka whakatauhia e rātou te tūponotanga ka puta mai tētahi wāhanga tuhinga me te mea nō tētahi tauira reo (i āwhinahia rānei e tētahi). (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM; OpenAI)
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Ka whakatauritea e rātou tō tuhinga ki ngā tauira e kitea ana i roto i ngā raraunga whakangungu (te tuhituhi tangata me te tuhituhi i hangaia e te tauira). (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
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Ka whakaputahia e rātou he kaute (he ōrau te nuinga) e ahua oti ana…engari kāore i te tino oti. (Aratohu Turnitin)
Kia pono tātou - ka kī te atanga kaiwhakamahi i tētahi mea pēnei i te "92% AI," ā, ka mea tō roro "āe, he pono tēnā." Ehara i te pono. He whakaaro noa iho tēnei nā te tauira mō ngā tapumati o tētahi atu tauira. He ahua katakata noa iho, pērā i ngā kurī e hongi ana i ngā kurī 🐕🐕
2) Te Mahi a ngā Pūoko AI: ngā "mīhini kimi" tino noa 🔍
I te nuinga o te wā ka whakamahia e ngā kaitātari tētahi (he ranunga rānei) o ēnei huarahi: (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
A) Ngā tauira whakarōpū (ngā mea tino noa)
Ka whakangungua te kaiwhakarōpū i runga i ngā tauira kua tohua:
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Ngā tauira i tuhia e te tangata
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Ngā tauira i hangaia e te AI
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I ētahi wā he tauira "ranu" (kuputuhi AI whakatika tangata)
Kātahi ka ako i ngā tauira e wehewehe ana i ngā rōpū. Koinei te huarahi ako mīhini matarohia, ā, he tino pai rawa atu… tae noa ki te kore. (He Rangahau mō te Kite Kuputuhi i Hangaia e te LLM)
B) Te whakatauranga o te pōhēhētanga me te "pakaru" 📈
Ka tatauhia e ētahi pūreretā te "ka taea te matapae" o te tuhinga.
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Pōhēhētanga: tata ki te miharo o tētahi tauira reo ki te kupu e whai ake nei. (Te Whare Wānanga o Boston - Ngā Pou Pōhēhētanga)
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Mā te iti o te pōhēhētanga ka tohu pea he tino matapae te tuhinga (ka taea tēnei te tupu me ngā putanga AI). (DetectGPT)
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E ngana ana a "Burstiness" ki te ine i te nui o te rerekētanga o te uauatanga me te manawataki o ngā rerenga kōrero. (GPTZero)
He māmā noa iho tēnei huarahi, he tere hoki. He ngāwari hoki te whakapoauau, nā te mea ka taea e te tangata te tuhituhi i runga i te āhua e taea ai te matapae (kia ora koutou ngā īmēra a te kamupene). (OpenAI)
C) Te ine i te āhua o te tuhituhi (te ine i ngā tapumati) ✍️
Ka tirohia e te Stylometry ngā tauira pēnei i:
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te roanga rerenga toharite
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momo tohutō
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te auau o te kupu mahi (te, me, engari…)
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te whānuitanga o ngā kupu
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ngā kaute pānui
He rite ki te "tātari tuhituhi ā-ringa," engari ko te tuhinga. I ētahi wā he āwhina. I ētahi wā he rite ki te tātaritanga i te makariri mā te titiro ki ngā hu o tētahi. (Stylometry and forensic science: He arotake tuhinga; Ngā Kupu Mahi i roto i te Authorship Attribution)
D) Te kimi tohuwai (mēnā kei te wātea) 🧩
Ka taea e ētahi kaiwhakarato tauira te whakauru i ngā tauira ngawari ("tohu wai") ki roto i te tuhinga kua hangaia. Mena e mōhio ana te kaitātari ki te kaupapa tohu wai, ka taea e ia te whakamātau ki te manatoko. (He Tohu Wai mō ngā Tauira Reo Nui; Kuputuhi SynthID)
Engari… ehara i te mea he tohuwai ngā tauira katoa, ehara i te mea he tohuwai ngā putanga katoa i muri i ngā whakatikanga, ā, ehara i te mea he urunga tō ngā taputapu tirotiro katoa ki te ranu huna. Nō reira, ehara i te otinga whānui. (Mō te Pono o ngā Tohuwai mō ngā Tauira Reo Nui; OpenAI)
3) He aha te mea e pai ai te putanga o tētahi pūoko AI ✅
Ehara i te mea tino kaha te karanga a te kaipūrongo "pai" (e ai ki taku wheako, i te whakamātautau taha-ki-taha i te maha o aua mea mō ngā rerengamahi whakatika). Engari ko te mea e whanonga tika ana.
Anei te mea e pakari ai te pūoko AI:
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Te māia kua whakatikatikaina: ko te 70% me tohu he mea ōrite, kaua e whakaroa noa. (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
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He iti ngā hua hē: kaua e tohu i te reo Pākehā ehara i te reo taketake, te tuhituhi ture, ngā pukapuka hangarau rānei hei "AI" nā te mea he ma noa iho. (Stanford HAI; Liang et al. (arXiv))
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Ngā rohe mārama: me whakaae te koretake me te whakaatu i ngā whānuitanga, kaua e whakaari he mōhio katoa. (OpenAI; Turnitin)
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Te mōhiotanga ki te rohe: he maha ngā wā ka raru ngā kaipūrongo kua whakangungua ki ngā tuhinga mātauranga, ā, ka raru anō hoki. (He Rangahau mō te Kimi Kuputuhi i Hangaia e te LLM)
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Te whakahaere i ngā tuhinga poto: ka karohia e ngā taputapu pai ngā kaute tino māia ki ngā tauira iti (ehara te paraka i te ao whānui). (OpenAI; Turnitin)
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Te aro ki te whakatikatika: me whakahaere e ia te whakatika tangata me te kore e hinga tonu ki ngā hua koretake. (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
Ko ngā mea pai rawa atu kua kitea e au he ahua whakaiti. Ko ngā mea kino rawa atu he ahua kei te pānui i ngā hinengaro 😬
4) Ripanga Whakataurite - ngā "momo" pūoko AI noa me ō rātou wāhi e tiaho ana 🧾
Kei raro nei tētahi whakataurite whai hua. Ehara ēnei i te ingoa waitohu - engari ko ngā kāwai matua ka tūtaki koe. (He Rangahau mō te Kite Kuputuhi i Hangaia e te LLM)
| Momo taputapu (tērā pea) | Te hunga whakarongo pai rawa atu | Te ahua o te utu | He aha i pai ai (i ētahi wā) |
|---|---|---|---|
| Pūtirotiro Pōrearea Lite | Ngā kaiako, ngā arowhai tere | Āhua kore utu | He tere te tohu mō te matapae - engari ka taea te pekepeke… |
| Matawai Whakarōpū Pro | Ngā Etita, HR, hanganga ture | Ohaurunga | Ka ako i ngā tauira mai i ngā raraunga kua tohua - he pai mō te tuhinga roa-waenga |
| Kaitātari Ine Stylometry | Ngā kairangahau, ngā tāngata tirotiro ture | $$$, motuhake rānei | Ka whakataurite i te tuhi i ngā tapumati - he rerekē engari he whai hua i te roa |
| Kimi Tohuwai | Ngā papaaho, ngā tīma ā-roto | He maha ngā wā ka tāpirihia | He kaha ina kei te tohuwai te tohuwai - ki te kore, he whakahihi noa iho |
| Huinga Pakihi Ranu | Ngā whakahaere nui | Mō ia tūru, ngā kirimana | Ka whakakotahi i ngā tohu maha - he pai ake te kapinga, he maha atu ngā pātene hei whakahāngai (me ētahi atu huarahi hei whirihora hē, āe) |
Tirohia te pou "te ahua o te utu". Ae, ehara i te mea pūtaiao. Engari he pono 😄
5) Ko ngā mea e rapua ana e ngā pūoko tohu matua - ko ngā "kōrero" 🧠
Anei ngā mea e ngana ana te nuinga o ngā taputapu kite ki te ine i raro i te taupoki:
Te matapae (tūponotanga tohu)
Ka whakaputa tuhinga ngā tauira reo mā te matapae i ngā tohu e whai ake nei. Ka puta ake i tēnā:
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ngā whakawhiti maeneene ake
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he iti ake ngā kōwhiringa kupu whakamīharo
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he iti ake ngā pātata tauhou (ki te kore e akiakihia)
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reo ōrite (Te Whare Wānanga o Boston - Ngā Pou Whakararuraru; DetectGPT)
Ko te tangata ia, he maha ngā wā ka pikopiko haere. Ka whakahē tātou i a tātou anō, ka tāpirihia e tātou he kōrero taha noa iho, ka whakamahia e tātou he kupu whakarite kāore i te tino tika - pērā i te whakarite i tētahi pūoko AI ki tētahi tōstare e aromatawai ana i te rotarota. He kino taua kupu whakarite, engari kua mārama koe.
Ngā tauira whakahou me te hanganga
Ka taea e te tuhituhi AI te whakaatu i te whakahuatanga ngawari:
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ngā tūāpapa rerenga kōrero kua tāruatia (“Hei whakamutunga…”, “Tāpiri…”, “Tāpiri atu…”)
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ngā roanga paraka ōrite
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te tere ōrite (He Arotake mō te Kitenga Kuputuhi i Hangaia e te LLM)
Engari anō hoki - he tokomaha ngā tāngata e tuhituhi pēnei ana, inā koa i roto i ngā kura, i ngā umanga rānei. Nō reira, he tohu te tāruarua, ehara i te taunakitanga.
He mārama rawa, he "mā rawa" te kōrero ✨
He mea rerekē tēnei. E whakaaro puku ana ētahi taputapu kite i te "tuhinga tino ma" he mea whakapae. (OpenAI)
He mea whakamā tēnei nā te mea:
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kei reira ngā kaituhi pai
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kei reira ngā ētita
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kei te wātea te tirotiro kupu
Nō reira, ki te mea kei te whakaaro koe mō te Mahi a ngā Pūoko AI, ko tētahi wāhanga o te whakautu: i ētahi wā ka utua te taratara. He… he āhua whakamuri.
Te kiato o te kupu me te whakarārangi kupu whānui
Tērā pea ka tohua e ngā kaipūrongo ngā tuhinga e ahua ana:
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whānui rawa
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iti ngā taipitopito ora motuhake
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he nui ngā kōrero taurite, koretake (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
He maha ngā wā ka hangaia e te AI ngā ihirangi e ahua whaitake ana engari he paku whakarerekētia. Pērā i tētahi rūma hōtēra e ātaahua ana te āhua engari kāore he tuakiri 🛏️
6) Te huarahi whakarōpū - te āhua o tōna whakangungu (me te take i pakaru ai) 🧪
Ko te whakangungu o tētahi pūoko whakarōpū penei:
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Kohikohia he huinga raraunga o ngā tuhinga tangata (ngā tuhinga roa, ngā tuhinga, ngā huihuinga, me ētahi atu)
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Waihangahia he tuhinga AI (he maha ngā tohu, ngā momo, ngā roa)
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Tāpirihia he tapanga ki ngā tauira
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Whakangunguhia tētahi tauira hei wehewehe i a rātou mā te whakamahi i ngā āhuatanga, i ngā tāpiringa rānei
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Whakamanahia i runga i ngā raraunga kua puritia
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Tukuna atu…kātahi ka whiua e te mooni ki te mata (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
He aha te take e pā kino ai te mooni ki a ia:
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Te nekehanga rohe: kāore ngā raraunga whakangungu e ōrite ki te tuhinga a te kaiwhakamahi tūturu
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Te nekehanga tauira: kāore ngā tauira o te whakatupuranga hou e whanonga pērā i ngā mea kei roto i te huinga raraunga
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Ngā pānga whakatika: ka taea e ngā whakatika a te tangata te tango i ngā tauira mārama engari ka mau tonu ngā tauira ngawari
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Rerekētanga Reo: ka hē te pānui i ngā reo ā-iwi, te tuhituhi ESL, me ngā momo kāhua (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM; Liang et al. (arXiv))
Kua kite ahau i ngā taputapu tirotiro i "tino pai" i runga i tā rātou ake whakaaturanga, kātahi ka pakaru i runga i te tuhituhi tūturu i te wāhi mahi. He rite ki te whakangungu i tētahi kurī hongi ki te kotahi momo pihikete anake, me te tumanako ka kitea e ia ngā kai reka katoa o te ao 🍪
7) Te pōhēhē me te pahūtanga - te ara poto pāngarau 📉
Ko tēnei whānau o ngā pūoko e whakawhirinaki ana ki te whakatauranga tauira-reo:
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Ka whakahaerehia e rātou tō tuhinga mā roto i tētahi tauira e whakatau tata ana i te tūponotanga o ia tohu e whai ake nei.
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Ka tatauhia e rātou te "ohorere" whānui (te pōhēhētanga). (Te Whare Wānanga o Boston - Ngā Pou Pōhēhētanga)
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Tērā pea ka tāpirihia e rātou ngā inenga rerekētanga ("pahūtanga") hei tirotiro mēnā he rite te manawataki ki te tangata. (GPTZero)
He aha i whai hua ai i ētahi wā:
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Ka taea e te tuhinga AI mata te tino maeneene me te matapae tatauranga (DetectGPT)
He aha i kore ai e angitu:
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he haruru ngā tauira poto
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he mea matapae te tuhituhi ōkawa
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he mea matapae te tuhituhi hangarau
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ka taea te matapae i te tuhituhi ehara i te mea taketake
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Ka rite pea te ahua o te tuhinga AI kua tino whakatikahia ki te tangata (OpenAI; Turnitin)
Nō reira, ko te mahi a ngā Pūoko AI he rite ki te pū tere e whakapoauau ana i ngā pahikara me ngā motopaika. He ara kotahi, he mīhini rerekē 🚲🏍️
8) Tohuwai - te whakaaro "tohu matimati i roto i te mangumangu" 🖋️
Ko te tohuwai te otinga māmā: tohua te tuhinga AI i te wā whakaputa, kātahi ka kitea i muri mai. (He Tohuwai mō ngā Tauira Reo Nui; Kuputuhi SynthID)
I roto i te mahi, ka pakarukaru pea ngā tohuwai:
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ka taea e te whakarāpopototanga te ngoikore i a rātou
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ka taea e te whakamāoritanga te pakaru i a rātou
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ka taea te tango i aua mea mā te whakahua hapa
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Mā te whakaranu i ngā pūtake maha ka pōuri te tauira (Mō te Pono o ngā Tohuwai mō ngā Tauira Reo Nui)
Waihoki, ka mahi anake te kimi tohuwai mēnā:
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ka whakamahia he tohuwai
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e mōhio ana te kaititiro me pēhea te tirotiro
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Kāore anō kia tino whakarerekētia te tuhinga (OpenAI; SynthID Text)
Ae, he kaha ngā tohuwai, engari ehara i te tohu pirihimana whānui.
9) Ngā hua hē me te take e puta ai (te wāhanga mamae) 😬
Me whai wāhanga motuhake tēnei nā te mea koinei te wāhi e noho ana te nuinga o ngā tautohetohe.
Ngā mea e whakaohooho ana i ngā hua teka pai:
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He reo tino ōkawa (tuhinga mātauranga, ture, tuhituhi ture)
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Reo Pākehā ehara i te reo taketake (tērā pea ka rite ngā hanganga rerenga kōrero māmā ki te "tauira")
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Te tuhituhi e hangai ana ki te tauira (ngā reta uhi, ngā SOP, ngā pūrongo taiwhanga)
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Ngā tauira tuhinga poto (kāore i te rawaka te tohu)
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Ngā herenga kaupapa (ko ētahi kaupapa ka akiaki i te whakahuatanga auau) (Liang et al. (arXiv); Turnitin)
Ki te mea kua kite koe i tētahi e tohua ana mō te tuhituhi pai rawa atu… āe. Ka tupu tēnā. Ā, he tino nanakia.
Me pēnei te whakahaere i te kaute pūoko:
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he whakaoho auahi, ehara i te whakataunga a te kooti 🔥
E kī ana ki a koe "tērā pea tirohia," ehara i te mea "kua kati te keehi." (OpenAI; Turnitin)
10) Me pēhea te whakamārama i ngā kaute o te pūoko rite ki te pakeke 🧠🙂
Anei tētahi huarahi whai hua hei pānui i ngā hua:
Mena ka homai e te taputapu he ōrau kotahi
Whakaarohia he tohu mōrearea noa iho:
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0-30%: he tangata pea, he tino whakatikahia rānei
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30-70%: rohe koretake - kaua e whakaaro ki tetahi mea
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70-100%: he nui ake te tūponotanga o ngā tauira rite ki te AI, engari kāore anō kia kitea he taunakitanga (Ngā Aratohu Turnitin)
Ahakoa ngā kaute teitei, ka hē pea, inā koa mō:
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tuhituhi paerewa
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ētahi momo tuhinga (ngā whakarāpopototanga, ngā whakamāramatanga)
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Te tuhituhi ESL (Liang et al. (arXiv))
Rapua ngā whakamārama, kaua ko ngā tau anake
Ka whakaratohia e ngā pūoko pai ake:
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ngā whānuitanga kua tohua
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ngā tuhipoka āhuatanga (te matapae, te tāruarua, me ētahi atu)
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ngā wā whakawhirinaki, te reo koretake rānei (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
Ki te kore tetahi taputapu e whakamārama i tetahi mea, ā, ka papaki noa i tētahi tau ki tō rae… kāore au e whakawhirinaki ki tēnā. Kaua hoki koe e whakawhirinaki.
11) Te Mahi a ngā Pūoko AI: he tauira hinengaro māmā 🧠🧩
Ki te hiahia koe i tētahi kai māori hei tango māu, whakamahia tēnei tauira hinengaro:
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Ka rapua e ngā pūoko AI ngā tauira tatauranga me ngā tauira momotuhi e kitea whānuitia ana i roto i ngā tuhinga i hangaia e te mīhini. (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
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Ka whakaritea e rātou aua tauira ki ngā mea i akohia e rātou mai i ngā tauira whakangungu. (He Rangahau mō te Kite Kuputuhi i Hangaia e te LLM)
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Ka puta he whakaaro rite ki te tūponotanga, ehara i te kōrero taketake. (OpenAI)
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He aro nui te whakaaro ki te momo, te kaupapa, te roa, ngā whakatika, me ngā raraunga whakangungu a te kaipūrongo. (He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
Arā, ko te Mahi a ngā Pūoko AI he "whakawa i te āhua ōrite," ehara i te kaituhi. He rite ki te kī he rite te āhua o te tangata ki tōna whanaunga. Kāore tēnā i te rite ki te whakamātautau DNA… ā, he āhuatanga taha anō hoki ō ngā whakamātautau DNA.
12) Ngā tohutohu whai hua hei whakaiti i ngā haki tūpono (me te kore e takaro kēmu) ✍️✅
Ehara i te mea ko "me pēhea te tinihanga i ngā pūoko". Engari he rite ki te tuhituhi i roto i te huarahi e whakaata ana i te kaituhi tūturu, me te karo hoki i ngā hapa pānui.
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Tāpirihia ngā āhuatanga motuhake: ngā ingoa o ngā ariā i whakamahia e koe, ngā mahi i mahia e koe, ngā painga i whakaarohia e koe
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Whakamahia ngā momo rerekētanga tūturu: whakaranua ngā rerenga poto me ngā rerenga roa (pērā i te mahi a te tangata ina whakaaro ana rātou)
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Whakaurua ngā herenga tūturu: ngā herenga wā, ngā taputapu i whakamahia, ngā mea i hē, ngā mea ka rerekē te mahi māu
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Kaua e whakamahi i ngā kupu tauira rawa: whakawhitia te kupu "Ēngari" ki tētahi mea e tino kīia ana e koe
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Puritia ngā tauira me ngā tuhipoka: ki te mea he tautohe, he mea nui ake te taunakitanga tukatuka i te kare ā-roto
Ko te pono, ko te parepare pai ko te… kia pono. He pono kore, ehara i te "pukapuka tino pai" pono.
Ngā Tuhipoka Whakamutunga 🧠✨
He mea nui pea ngā taputapu kite AI, engari ehara i te mea he mīhini pono. He taputapu whakataurite tauira rātou kua whakangungua ki ngā raraunga kāore i te tino tika, e mahi ana i roto i tētahi ao e taupatupatu tonu ana ngā momo tuhituhi. (OpenAI; He Rangahau mō te Kitenga Kuputuhi i Hangaia e te LLM)
I te poto:
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Ka whakawhirinaki ngā taputapu kimi ki ngā whakarōpūtanga, te pōhēhētanga/te pakū, te stylometry, ā, i ētahi wā ko ngā tohuwai 🧩 (He Arotake mō te Kimi Kuputuhi i Hangaia e te LLM)
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E whakatau tata ana rātou i te "āhua-AI," ehara i te tino mōhio (OpenAI)
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He maha ngā wā ka puta ngā kupu whakaū hē i roto i ngā tuhinga ōkawa, hangarau, tuhinga kore-taketake rānei 😬 (Liang et al. (arXiv); Turnitin)
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Whakamahia ngā hua o te pūoko hei tohu arotake, kaua hei whakatau (Turnitin)
Āe… ki te pātai anō tetahi, Me pēhea te mahi a ngā Pūoko AI, ka taea e koe te kī atu: "Ka matapae rātou i runga i ngā tauira - i ētahi wā he atamai, i ētahi wā he kuware, he iti tonu."
Tauira o te ao tūturu: Te arotake i tētahi tuhinga a te ākonga kua tohua, me te kore e hohoro te whakatau 🧑🏫
Horopaki
Whakaarohia tētahi kaiako tuhituhi o te whare wānanga e whiwhi ana i tētahi tuhinga hītori 1,200-kupu te roa, ā, ka tohua e te pūoko mohiotanga hangarau (AI) he "86% te tūponotanga o te AI." He tuhinga ōkawa, he pai te hanganga, ā, e whakawhirinaki ana ki ngā kīanga kua whakahokia pēnei i te "e kī ana tēnei" me te "ka taea te tautohe." I te tuatahi, tera pea he āhua whakapae.
Engari he kaituhi ESL te tauira, he tauira tuhinga tino pakari nō te akomanga i whakamahia, ā, i whakatikahia e ia te tauira mā te pūmanawa tirotiro wetereo. Arā, koinei tonu te momo take e tika ana kia arotakehia te kaute o te taputapu tirotiro, kaua e whiua.
Ehara te whāinga i te "hopu" i te ākonga. Ko te whāinga he whakatau mēnā kei te tautokona te kaute e ētahi atu taunakitanga.
Ngā mea e hiahiatia ana e te kaiarotake
I mua i te whakatau i tētahi mea, ka kohia e te kaiako:
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Te pūrongo a te pūoko, tae atu ki ngā kōrero kua tohua mēnā e wātea ana
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Te whakarāpopototanga o te tuhinga me te aratohu māka
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Te tauira hītori, ngā tuhipoka, ngā whakarāpopototanga, ngā rārangi pukapuka rānei a te ākonga
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Ngā taputapu tautoko tuhituhi kua whakaaetia kua whakarārangihia i roto i te kaupapa here akoranga
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Kia kotahi, kia rua rānei ngā tauira tuhituhi o mua mai i taua tauira anō, mēnā ka whakaaetia e te kaupapa here
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He whakamārama poto mai i te ākonga mō tā rātou tukanga tuhituhi
He mea nui tēnei nā te mea ko te tuhinga whakamutunga anake ka kitea e te kaipūrongo. Kāore e mōhiotia ana mēnā i pau ngā rā e whā o te tauira ki te tuhi, ki te whakamahi i tētahi tauira, ki te tārua i ngā kupu o te akomanga, ki te whakamāori i ngā tuhipoka, ki te whakatika rānei me te urupare.
Tauira tohutohu
Ka taea e te kaiako te whakamahi i tēnei tohutohu arotake i te wā e aromatawai ana i te take:
Arotakehia tēnei tuhinga hei tirotiro i te tukanga tuhituhi, kaua hei tohu mō te whakamahinga o te AI. Whakatauritehia ngā mea nui o te pūoko ki ngā tuhipoka a te ākonga, te hītori tauira, te rārangi pūtake, me te tauira tuhituhi o mua. Tāutuhia ko ēhea ngā kōrero e tino whakapae ana, ā, ko ēhea pea he mea ōkawa noa iho, he mea hanga tauira, he mea awe rānei i te reo Pākehā. Wehea ngā taunakitanga kia toru ngā rōpū: te tohu pūoko, te taunakitanga tukanga tuhituhi, me te whakatau a te tangata. Kaua e tūtohu kia whiua mēnā kāore he taunakitanga tautoko mārama i tua atu i te kaute pūoko.
Me pēhea te whakamātautau
E toru ngā arowhai māmā hei whakamahi mā te tukanga arotake tika:
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Tonoa te ākonga kia whakamārama ā-waha i ngā paraka e rua.
Mēnā ka taea e rātou te whakamārama i te tautohe, ngā pūtake, me te take i kīia ai pērā, he taunakitanga tukanga nui tēnā. -
Whakatauritea ngā wāhanga kua tohua ki te tauira tuhinga roa.
Mena he maha ngā kīanga tauira e whakaatuhia ana e te pūoko, tera pea kei te aro te kaute ki te hanganga, kaua ki te kaituhi. -
Whakahaerehia anō ngā wāhanga roa anake, kaua ngā wāhanga iti
. Tērā pea he haruru te paraka kotahi. He tohu nui ake te tikanga o tētahi tauira kupu 600-900 i ngā rerenga takitahi e toru.
Hua
Hei tauira: I roto i tētahi mahi arotake tuhinga e rima, ka tātaitia e te kaiako te wā o te tukanga i mua me muri i te whakamahinga o tēnei tukanga mahi.
I mua i te tukanga mahi, e 35 meneti te roa o te arotake i ia tuhinga kua tohua, nā te mea me whakatau te kaiako he aha hei tirotiro mai i te tīmatanga.
I muri i te whakamahinga o te tukanga mahi, tata ki te 18 meneti te roa o ia arotake:
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5 meneti hei pānui i ngā āhuatanga matua o te pūoko
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6 meneti hei tirotiro i ngā tauira, ngā tuhipoka, me ngā puna
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4 meneti hei whakataurite i ngā tuhinga o mua, i ngā tauira rānei
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3 meneti hei tuhi i tētahi arotake poto
Ko te penapena moni e whakatauhia ana he 17 meneti mō ia tuhinga, arā, 85 meneti mō ngā tuhinga e rima kua tohua. He māmā noa te manatoko i te inenga: te wā i ia arotake, te tatau i te maha o ngā kēhi e tika ana kia whakapiki ake, me te tuhi mēnā i whakawhirinaki noa te whakatau whakamutunga ki te kaute o te kaimātaki, ki ngā taunakitanga tautoko rānei.
Ehara i te mea ko "te tokomaha o ngā ākonga i hopukina" te mehua angitu pai ake. Engari ko te maha o ngā kaute pātai i arotakehia i ngā wā katoa, me ngā taunakitanga mārama, me te iti ake o ngā whakapae ohorere.
He aha te mea ka hē
Ko te hapa nui ko te whakaaro ki te ōrau o te pūoko hei whakatau. He ahua mana te ahua o te "86% AI pea", engari ka hē tonu.
Ko ētahi atu hapa noa ko:
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Te tirotiro i te tuhinga whakamutunga anake, me te kore e aro ki ngā tauira
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Te whiu i te tuhituhi ESL kua oti te whakakoi nā te mea he "maeneene rawa" te āhua
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Te whakamahi i tētahi pūoko me te mea he taputapu taihara
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Te whakahaere i ngā wāhanga iti, me te whakaaro he pono te kaute
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Te kore e kōrero ki ngā ākonga he aha ngā taunakitanga ka taea e rātou te whakarato
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Te wareware ka taea e ngā taputapu wetereo, ngā tauira, me ngā urupare te whakarerekē i te momo kāhua
Me tiaki hoki te tūmataitinga e tētahi tukanga arotake pai. Kaua ngā ākonga e tonoa kia tukuatu i ngā tuhipoka tūmataiti, ngā karere whaiaro, ngā tuhinga kāore e pā ana ki tēnā, ki te kore e whakaaetia e te kaupapa here.
He kai tango-ā-ringa whai hua
Whakamahia ngā pūoko AI hei taputapu aromatawai, kaua hei mīhini pono. Mā te tukanga kaha ka honoa te kaute me ngā tauira, ngā tirotiro pūtake, te hītori tuhituhi, ngā whakamārama a ngā ākonga, me te whakatau a te tangata. Mā tēnā ka hoatu he mea nui ake ki ngā kura, ki ngā ētita, me ngā kaiarotake i te ōrau whakamataku: he whakatau ka taea e rātou te tiaki me te maia.
Ngā Pātai Auau
He pēhea te mahi a ngā pūoko AI i roto i te mahi?
Kāore te nuinga o ngā taputapu kite AI e "whakamātautau" i te kaituhi. Ka whakatau tata rātou i te tata o tō tuhinga ki ngā tauira e whakaputaina ana e ngā tauira reo, kātahi ka whakaputa i tētahi kaute rite ki te tūponotanga. I raro i te taupoki, ka whakamahi pea rātou i ngā tauira whakarōpū, i te kaute matapae momo pōhēhē, i ngā āhuatanga stylometry, i ngā tirotiro tohuwai rānei. Ko te hua he tohu mōrearea, ehara i te whakatau whakamutunga.
He aha ngā tohu e rapuhia ana e ngā pūoko AI i roto i te tuhituhi?
Ko ngā tohu noa ko te matapae (te "ohorere" o te tauira ki ō kupu e whai ake nei), te tāruarua i roto i ngā papa rerenga kōrero, te tere ōrite, me te kīanga whānui me te iti o ngā taipitopito tūturu. Ka tirohia hoki e ētahi taputapu ngā tohu ine momotuhi pēnei i te roa o te rerenga kōrero, ngā tikanga tohutō, me te auau o te kupu mahi. Ka taea e ēnei tohu te taupatupatu ki ngā tuhinga a te tangata, inā koa i roto i ngā momo tuhinga ōkawa, mātauranga, hangarau rānei.
He aha ngā pūoko mohiotanga auaha (AI) e tohu ai i te tuhituhi tangata hei AI?
Ka puta ngā hua hē ina he "maeneene" te āhua o te tuhituhi a te tangata, he rite rānei ki te tauira. Ka taea te hē te whakamārama i te reo ōkawa, te momo kupu e rite ana ki te tutuki i ngā whakaritenga, ngā whakamārama hangarau, ngā tauira poto, me te reo Pākehā ehara i te reo taketake, he rite katoa ki te AI nā te mea ka whakaitihia te rerekētanga. Koia te take ka taea e te paraka ma, kua whakatikahia pai te whakaputa i te kaute teitei. Kei te whakataurite te taputapu i te āhua ōrite, ehara i te whakaū i te pūtake.
He pono rānei ngā taputapu kite pōhēhē me te "pahūtanga"?
Ka taea e ngā tikanga e ahu mai ana i te pōhēhē te mahi ina he mata te tuhinga, he tino matapaetia te putanga AI. Engari he pakarukaru: he haruru ngā kōrero poto, ā, he maha ngā momo tuhinga tangata tika ka taea te matapae mā te taiao (ngā whakarāpopototanga, ngā whakamāramatanga, ngā īmēra kamupene, ngā pukapuka ā-ringa). Ka taea hoki e te whakatika me te whakakoi te whakarerekē nui i te kaute. Ka uru ēnei taputapu ki te aromatawai tere, ehara i te mea ko ngā whakataunga nui anake.
He aha te rerekētanga i waenga i ngā taputapu kite whakarōpū me ngā taputapu stylometry?
Ka ako ngā taputapu tātari whakarōpū mai i ngā huinga raraunga kua tohua o te tuhinga tangata me te tuhinga AI (me ētahi wā he ranu) ā, ka matapae ko tēhea peere e tino rite ana ki tō tuhinga. Ka arotahi ngā taputapu stylometry ki te tuhi i ngā "tohu matimati" pēnei i ngā tauira whiriwhiri kupu, ngā kupu mahi, me ngā tohu ngāwari ki te pānui, ka nui ake te mōhiohio i roto i te tātaritanga roa. Ka pāngia ngā huarahi e rua e te nekehanga rohe, ā, ka raru pea ina rerekē te momo tuhituhi, te kaupapa rānei i ō rātou raraunga whakangungu.
Ka taea e ngā tohuwai te whakaoti rapanga mō te kimi i te AI?
Ka kaha ngā tohuwai ina whakamahia e te tauira, ā, e mōhio ana te kaitātari ki te kaupapa tohuwai. Inaa, ehara i te mea ko ngā tohuwai katoa o ngā kaiwhakarato, ā, ko ngā panonitanga noa - te whakamāori, te whakamāori, te whakahua wāhanga, te whakaranu rānei i ngā pūtake - ka ngoikore, ka pakaru rānei te tauira. He kaha te kite i ngā tohuwai i ngā wāhi whaiti e tū ana te mekameka katoa, engari ehara i te mea whānui te kapinga.
Me pēhea te whakamārama i tētahi kaute "X% AI"?
Me whakaaro he tohu noa iho te ōrau kotahi mō te "āhua AI", kaua hei tohu mō te kaituhi AI. He tino koretake ngā kaute waenga-whānui, ā, ahakoa ngā kaute teitei, ka hē pea i roto i ngā tuhinga paerewa, tuhinga ōkawa rānei. Ka whakaratohia e ngā taputapu pai ake ngā whakamārama pēnei i ngā whānuitanga kua tohua, ngā tuhipoka āhuatanga, me te reo koretake. Ki te kore e taea e te taputapu kite te whakamārama i a ia anō, kaua e whakaaro he mana te tau.
He aha te mea e pai ai te whakamahi i tētahi pūoko mohiotanga hangarau (AI) mō ngā kura, mō ngā tukanga whakatika tuhinga rānei?
Kua whakatikatikaina te taputapu pūoko, kua whakaitihia ngā hua hē, ā, kua mārama te whakapuaki i ngā rohe. Me karo i ngā kereme tino whakawhirinaki ki ngā tauira poto, me whakahaere i ngā momo mara rerekē (mātauranga, rangitaki, hangarau), ā, me noho pumau tonu ina whakahoutia e te tangata te tuhinga. Ko ngā taputapu tino kawenga he mahi whakaiti: ka tukuna he taunakitanga me te koretake, kaua e mahi pērā i te hunga pānui hinengaro.
Me pēhea taku whakaiti i ngā haki AI tūpono kore, me te kore e "tākaro" i te pūnaha?
Arotahi ki ngā tohu kaituhi pono, kaua ki ngā mahi tinihanga. Tāpirihia ngā taipitopito pūmau (ngā mahi i mahia e koe, ngā here, ngā taupatupatu), whakarerekētia te auau o ngā rerenga kōrero, ā, karohia ngā whakawhiti tauira rawa kāore e whakamahia ana e koe i te nuinga o te wā. Puritia ngā tauira, ngā tuhipoka, me te hītori arotake - he mea nui ake te tukatuka taunakitanga i te kaute tirotiro i roto i ngā tautohe. Ko te whāinga he mārama ki te tuakiri, kaua ki te tuhinga tino pai o te pukapuka.
Ngā Tohutoro
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Te Rōpū mō ngā Reo Rorohiko (ACL Anthology) - He Rangahau mō te Kimi Kuputuhi i Hangaia e te LLM - aclanthology.org
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OpenAI - He whakarōpūtanga AI hou mō te tohu i te tuhinga kua tuhia ki te AI - openai.com
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Ngā Aratohu Turnitin - Te kimi tuhituhi AI i roto i te tirohanga pūrongo matarohia - guides.turnitin.com
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Ngā Aratohu Turnitin - Tauira kimi tuhituhi AI - guides.turnitin.com
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Turnitin - Te mārama ki ngā hua hē i roto i ā mātou āheinga kite tuhituhi AI - turnitin.com
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arXiv - Kitea te GPT - arxiv.org
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Te Whare Wānanga o Boston - Ngā Pou Pōrearea - cs.bu.edu
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GPTZero - Te pōhēhē me te pahū: he aha te mea? - gptzero.me
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PubMed Central (NCBI) - Te Ine i te Taiao me te Pūtaiao Taiao: He Arotakenga Pukapuka - ncbi.nlm.nih.gov
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Te Rōpū mō ngā Reo Rorohiko (ACL Anthology) - Ngā Kupu Mahi i roto i te Tohu Kaituhi - aclanthology.org
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arXiv - He Tohuwai mō ngā Tauira Reo Nui - arxiv.org
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Google AI mō ngā Kaiwhakawhanake - SynthID Text - ai.google.dev
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arXiv - Mō te Pono o ngā Tohuwai mō ngā Tauira Reo Nui - arxiv.org
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OpenAI - Te mārama ki te pūtake o ngā mea e kitea ana, e rangona ana hoki e tātou i runga ipurangi - openai.com
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Stanford HAI - Ngā Kaitirotiro AI e Whakahāwea ana i ngā Kaituhi Ingarihi Tauhou - hai.stanford.edu
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arXiv - Liang me ētahi atu - arxiv.org