AI mō te Tuhituhi Tahua: He aha ngā taputapu atamai hei āwhina i a koe ki te whiwhi pūtea nui ake?

Mena kua titiro matatau koe ki tētahi mata kau, e whakaaro ana me pēhea te whakamārama he aha i tika ai kia tautokona tō kaupapa, ehara ko koe anake. He rite tonu te tuhi putea tautoko ki te mahi toi, he uaua hoki ki te whakahaere. He tūponotanga? He nui. He whakataetae? He nanakia. Ā, he pono, ko ētahi aratohu putea tautoko e rite ana ki te mea i whakamāoritia mai i tētahi atu aorangi. Whakauruhia mai tētahi hoa kore i tumanakohia: te AI mō te tuhi putea tautoko . Mai i te hanganga o ngā tono ki te whakakoi i te māramatanga, kei te āta huri haere ēnei taputapu i te huarahi e whaia ai e ngā whakahaere te putea.

Engari, e mahi ana te AI i roto i tēnei ao o te kōrero whakapati me ngā rārangi arowhai tutuki pakari? Ko te putanga poto: āe - mena ka whakamahia e koe hei whakatere me te whakahaere, kaua hei whakakapi mō te whakatau. He tino pakari te tukanga arotake, he uaua ki te muru hara, ā, he ture te kaupapa, ko te tikanga me whakarite tonu e koe tō kōrero kia rite ki te huringa ora o te tahua me ngā whakaritenga a te kaituku pūtea [1].

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

🔗 Te AI pai rawa atu mō te tuhituhi: Ngā taputapu tuhituhi AI pai rawa atu
Tūhurahia ngā taputapu tuhituhi AI pai rawa atu hei whakanui ake i te auahatanga me te hua.

🔗 He aha a Jenni AI: He whakamārama mō te kaiawhina tuhituhi
Tirohia me pēhea e āwhina ai a Jenni AI i ngā kaituhi mohio ki te waihanga tere me te mohio ake.

🔗 Ngā taputapu AI 10 pai rawa atu mō te tuhi pepa rangahau
He rārangi kua whiriwhiria o ngā taputapu AI mō te rangahau mātauranga me te whakaputa pukapuka.

🔗 AI mō te tuhi arotake mahi: Ngā tohutohu me ngā taputapu
Akohia me pēhea te whakahaere a te AI i ngā arotake a ngā kaimahi mā te whakamahi i ngā māramatanga me ngā whakaaro.

He aha te mea e whai hua ai te AI mō te Tuhituhi Karahipi? 🤔

I te tirohanga tuatahi, ko te whakamahi i te AI mō te tuhi putea he rite ki te tapahi i ngā kokonga. Heoi anō, kāore ngā kaituku pūtea e hiahia ana ki ngā kupu hangarau - e tumanako ana rātou ki tētahi mea e rite ana ki te reo tangata tūturu. Engari ki te whakamahia tika, ehara te AI i te kaituhi wairua, engari he rite ki te kaiako e akiaki ana i a koe ki mua:

• Tere : Tāia ngā wāhanga tauira kia kotahi, hurihia te tuhinga kia matotoru, ka whakaputa whakarāpopototanga i roto i ngā meneti.

• Mārama : Whakawhitiwhitia ngā rerenga kōrero uaua ki ngā tuhinga māmā e pai ana ki te arotake.

• Hanganga : Tahurihia ngā tuhipoka pōrearea ki ngā whakarāpopototanga, tae atu ki ngā tauira arorau e whakaata ana i ngā tumanakohanga a te kaituku pūtea.

• Whakawhaiaro : Ka taea te whakamahi i ētahi taputapu hei whakaata i ngā kaupapa matua motuhake a te kaituku pūtea.

Kotahi te whakatūpato: ka taea e ngā tauira nunui te tangi mana engari he hē rawa (arā, ko ngā "whakaaro pohehe" rongonui). Koia te take e hiahiatia ai te tirotiro a te tangata, te tuhi tere, me te whakamana i ngā meka i mua i te tukunga [3]. 

Ripanga Whakataurite Tere o ngā Utauta AI mō te Tuhituhi Tahua 📊

Anei tētahi rarangi taputapu e whakamahia ana e ngā kaituhi (ko ētahi he mea hanga mō ngā putea tautoko, ko ētahi he mea ahu mai i ngā tūāpapa AI whānui). He maha ngā huringa o ngā utu - whakaarohia ēnei he taumata whānui, ehara i te mea pumau.

Te Whakaurunga o te AI puta noa i te Huringa Ora o te Tahua 🛠️

Kāore te AI e tuku noa i tētahi tono angitu mā te pāwhiri kotahi (āe - ka taea , engari kaua e whakawhirinaki ki tēnā). Engari, ka honoa ki ngā wāhanga rerekē o te huringa ora:

1. Rangahau - Whakarāpopototia te whai mana, whakamāramahia ngā paearu matua, me te whakatairite i ngā whai wāhitanga.

2. Te Tuhi - Te whakaputa i ngā putanga tuatahi o ngā tauākī matea, ngā whakaahuatanga o te kaupapa, ngā putanga, me ngā rārangi wā.

3. Whakatika - Whakaūtia te tatau kupu, whakaitihia ngā kupu whakamere, me te whakapai ake i te māmā o te pānui mō ngā kaiarotake tere.

4. Arotake Whakamutunga - Hopukia ngā rerekētanga, tirohia te tutuki i ngā whakaritenga, me te whakarite kei te tika ngā wāhanga katoa e hiahiatia ana.

He rite tēnei ki te rere o te tono ā-pāremata → arotake → tohu —ko te tikanga me whai i taua hanganga tō tukanga kia kore ai e puta he āputa [1].

Ngā hapa noa e mahia ana e te tangata me te AI i roto i te tuhi putea 🚨

• Te whakawhirinaki nui rawa ki tēnei mea : Ki te tuhia e te AI ngā mea katoa, ka taea e ngā arotake te kite i te oro "ōrite".

• Ngā Whakaaro Mōrearea : Me tirotiro tonu ngā meka, me whakaaro ko ngā putanga he tauira e hiahia ana kia whakamanahia [3].

• Te kore aro ki ngā kaupapa here : Kua whakatakotohia e ētahi kaituku pūtea ngā here - hei tauira, ka āraia e te NIH ngā kaiarotake hoa mahi ki te whakamahi i te AI whakaputa uri i roto i ngā arotake (me aro hoki ngā kaitono ki te muna) [4].

• Ngā hapa hōputu : He tino kaha ngā momotuhi, ngā tawhā, ngā here kupu/whārangi - he tino kaha ngā tari. Mā te takahi i ēnei ka taea te whakakore i tētahi tono kaha (hei tauira, ko te PAPPG a te NSF e whakahau ana i ngā ture momotuhi me te mokowā tika) [5].

Kaua e tukua kia mate tētahi rautaki pakari nā te mea kua hipa tō tuhinga i te rohe whārangi, nā te mea rānei i whakamahia he momotuhi hē.

Te Pā o te Hangarau Hangarau (AI) me te Pā o te Tangata i roto i te Tuhituhi Karahipi ✍️

Ka taea e te AI te whakakapi i tētahi kaituhi putea mohio? Kāore pea. Ka kawea mai e te tangata:

• Te mātauranga kare ā-roto (te mōhio me pēhea te whai i ngā uara o te kaituku pūtea).

• Te mahara ā-pūnaha (hītori, horopaki, whanaungatanga i hangaia i roto i te wā).

• Rautaki (te whakanoho i te tono o tēnei rā ki roto i tētahi tirohanga pūtea maha-tau).

Ka tiaho te AI ki ngā mahi uaua - te whakarāpopototanga, te hanganga, te whakakoi - kia taea ai e koe te arotahi ki ngā wāhanga "aha!": te rautaki, ngā whanaungatanga, me te whakaatu i te pānga. Ā, nā te mea he tino whakataetae ngā kaupapa ā-motu (he iti noa ngā reiti angitu), ahakoa he iti noa ngā hua kounga ka nui haere [2]. 

Ngā Whakaahua o te Ao Tūturu: Ngā Āwhina a te AI 🌍

• He rōpū toi iti kore-moni mō ngā taiohi (2 ngā kaimahi) : I hurihia e te AI ngā tuhipoka papa paru hei tauira arorau me te ripanga putanga, ā, ka taea e rātou te tuku i e toru i roto i te marama, kaua ko te kotahi anake.

• Te hononga hauora hapori : I tirotirohia e te Fed AI ngā raraunga kaupapa (kāore he PII) ā, i whiwhi i ētahi putanga o te tauākī matea i ngā taumata pānui rerekē, kātahi ka whakakotahi i ngā wāhanga tino kaha.

• Tari oranga tonutanga ā-tāone : I whakamahia te AI mō tētahi rārangi arowhai tutuki i ngā whakaritenga mō te RFP - i kitea e rua ngā āpitihanga ngaro i mua i te tukunga.

Ehara i te mea makutu, engari he whakapai ake i te tukanga mahi e tuku ana i te tangata ki ngā mahi whakatenatena.

He Rerenga Mahi Whai Hua, Matatika Ka Taea e Koe te Tārua ✅

1) Ngā whakaurunga me ngā ārai

• Waihangahia he "whakarāpopototanga" kotahi te whārangi: te kaituku pūtea, te hononga, te rā kati, te tika, te kaupapa matua, ngā tāpiritanga, ngā herenga whārangi/kupu.

• Tautuhia ngā ārai AI: He aha ngā raraunga e haumaru ana ki te whakapiri? Mā wai e arotake? Me pēhea e takiuru ai koe i ngā tohutohu me ngā whakatikanga whakamutunga? (Ka hono ngā mana whakahaere me te tirotiro ki te whakahaere mōrearea AI [3].) 

2) Hanganga tuatahi

• Tohutohu: "Tuhia he whakatakotoranga tahua me ngā pane wāhanga e whakaata ana i tēnei RFP. Tāpirihia he tohu mō ngā mōhiohio e hiahiatia ana i raro i ia pane."

• Tahurihia te whakarāpopototanga hei rārangi arowhai tiritahi.

3) Tauira i roto i ngā wāhanga

• Tohutohu: "Tuhia he Tauākī Hiahia 200-kupu e hāngai ana ki ngā kaiarotake, me te arotahi ki a X me Y. Whakamahia ngā meka anake i raro nei; kaua he raraunga hangai."

• Whakapirihia ngā kōrero kua tirohia anake. Mēnā kei te ngaro tetahi mea, kati te kimi i ngā kōrero.

4) Whakakahangia mō ngā kaiarotake

• Tohutohu: "Whakatikahia kia mārama, kia māmā hoki te pānui. Kaua e neke atu i te 300 kupu. Whakamahia ngā upoko iti, karohia ngā kupu whakakatakata, ā, me whakawhāiti i ngā rerenga kōrero ki te ~22 kupu."

5) Te tirotiro i ngā whakaritenga

• Tohutohu: "Whakatairitehia tēnei tauira ki te RFP. Rārangihia: (a) ngā wāhanga ngaro, (b) ngā wāhanga i tua atu i te rohe, (c) ngā takahi hōputu, (d) ngā āpitihanga e hiahiatia ana kāore i whakaurua."

• Tirohia anō ngā aratohu RFP + tari (hei tauira, NSF PAPPG mō te momotuhi/mokowā) [5]. 

6) Arotakenga tangata whakamutunga

• He pānui nā te hunga ehara i te kaituhi mō te whakataurite, te arorau, me te pono.

• Puritia he "Rārangi Pūtake" hei tohu i te pūtake mai o ia meka. Ki te kore e taea te whakahua, tapahia.

Kete Whakatairanga: Ngā Tīmatanga Kua Rite ki te Whakamahi 🧰

• Kaitango Whaimana : "Pānuihia tēnei RFP. Whakarārangihia ngā paearu whaimana hei tirotiro āe/kāo. Tohua ngā mea kāore i te mārama."

• Arotake Matawai : "Tuhia anō tā mātou whakaahuatanga kia hono tika ki ia paearu whakatauranga, mā te whakamahi i ngā upoko iti e ōrite ana ki te matawai."

• Ripanga Putanga : "Hurihia ngā whāinga e whai ake nei hei putanga SMART me ngā tohu, ngā pūtake, me te auau."

• Paetahi Reo Māmā : "Tuhituhi anō i te taumata 8–10. Puritia ngā kupu hangarau ki ngā wāhi e tika ana engari whakaitihia ngā kupu koretake."

Raraunga, Tūmataitinga me ngā Tikanga Matatika: Ngā Mea Kāore e Taea te Whiriwhiri 🔒

• Te Matatapu : Kaua rawa e whakapiri i ngā raraunga tairongo, ngā raraunga whaiaro rānei ki ngā taputapu tūmatanui. Whakamahia ngā putanga hinonga me ngā parenga raraunga, me ngā rerengamahi arotake tuhinga [3].

• Te mōhiotanga ki ngā kaupapa here : Ahakoa ngā here e aro ana ki ngā kaiarotake (pērā i te aukati i te AI arotake-ā-hoa a NIH) e tohu ana i ngā tumanakohanga a ngā kaituku pūtea mō te noho muna. Kia mōhio ki ngā rohe i mua i te tuhi [4].

• Te whakatakotoranga o ngā whakaritenga : Puritia ngā ture whakatakotoranga tika i roto i te RFP, i te aratohu tari rānei (hei tauira, NSF PAPPG). Ko te kore whakatakotoranga ka tohu pea i te whakakorenga katoa [5].

Me whakamahi koe i te AI mō te Tuhituhi Karahipi? 🎯

Āe - me ngā ārai. Ko te AI mō te tuhi putea tautoko he mea tino pai hei āwhina: ka tere ake ngā tauira, ka mārama ake, ā, ka iti ake te whakamataku o te tukanga. Engari ko te wairua o tētahi putea tautoko toa kei te ahu mai tonu i ngā tāngata e kōrero ana i ngā kōrero pono mō te pānga tūturu. Me ngā kaupapa whakataetae, ko te whakamahinga o te AI kua whakaritea me te whakahaeretia ka taea te wehewehe i waenga i te "tata" me te pūtea tūturu [2]. Whakamahia te AI hei hoa mahi , kaua hei whakakapi - ā, ka whakahokia mai e koe ngā hāora i a koe e whakaputa ana i ngā tono kaha ake.

Ngā Tohutoro

[1] Grants.gov – Te Huringa Ora o te Tahua Tautoko. E whakamārama ana i ngā wāhanga o te tono, te arotake, me te whakawhiwhinga e whakamahia ana i roto i ngā tahua tautoko ā-motu.
https://www.grants.gov/learn-grants/grants-101/the-grant-lifecycle

[2] Pūrongo NIH – Ngā Reiti Angitu. Ngā raraunga reiti angitu whaimana mō ngā tahua kaupapa rangahau NIH; e whakaatu ana i te whakataetae puta noa i ngā tikanga/tau.
https://report.nih.gov/funding/nih-budget-and-spending-data-past-fiscal-years/success-rates

[3] NIST – Anga Whakahaere Mōrearea AI: Kōtaha AI Whakaputa (NIST AI 600-1, 2024). He aratohu mō te whakamahinga me te tirotiro i te AI whakaputa haepapa, kua tuhia.
https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf

[4] Pānui NIH NOT-OD-23-149. E ārai ana i te whakamahinga o te AI whakaputa uri e ngā kaiarotake hoa i roto i te arotake NIH; e whakaatu ana i ngā tumanakohanga mō te muna.
https://grants.nih.gov/grants/guide/notice-files/NOT-OD-23-149.html

[5] NSF PAPPG (NSF 24-1), Upoko II – Ngā Whakaritenga Momotuhi, Mokowā, me te Taha o te Whakatakotoranga. He tauira o ngā ture whakatakotoranga tino tika me tutuki i ngā whakatakotonga.
https://www.nsf.gov/policies/pappg/24-1/ch-2-proposal-preparation

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