Ngā Pūrongo AI 19 o Hānuere 2026

Whakarāpopototanga o ngā Pūrongo AI: 19 o Hānuere 2026

🧰 I whakarewahia e IBM te "Painga Pakihi" hei āwhina i ngā pakihi ki te whakanui ake i te AI ā-ringa

Kei te whakatakoto a IBM i tētahi huarahi "tūāpapa-tuatahi" ki te whakatinana i te AI ā-ringa i roto i ngā whakahaere nui - kaua e whakamahi i ngā whakaaturanga pūtaiao-pūrākau, engari kia whakahaerea ngā pūnaha wai. Ko te whakaaro kia whakamahia anō ngā rawa, kia whakatauritea te hanga a ngā tīma, kia kore ai ia tari e hanga i tōna ake rangatiratanga AI iti.

Kei te whakawhirinaki nui hoki rātou ki te "uru ki tāu e whakahaere nei" kaua ki te tono kia hangaia anōtia, he mea whakamarie tēnei kia tūtaki rā anō koe ki tētahi pūnaha tawhito i waho o te ngahere. Heoi anō, he mārama te whāinga: kia taea te whakahou i ngā whakatinanatanga o ngā kaihoko, kaua e hangai ki te hiahia motuhake.

🧭 Kua whakauruhia e e& me IBM te AI ā-ringa ki roto i ngā rerengamahi whakahaere me te hanganga ture

Ehara tēnei i te "kōrerorero ki tētahi karetao" engari he "AI e noho ana i roto i tō mīhini mōrearea-me-te-ture" - te wāhi koretake e tere ai te utu o ngā hapa. Ko te kaupapa he aunoatanga ā-ringa, me ngā ārai me te whai i ngā ture mai i te tīmatanga.

E whakaarohia ana tēnei hei nekehanga mai i ngā kaiawhina e whakautu pātai ana ki ngā āpiha e whakahaere ana i ngā mahi, i raro i ngā mana whakahaere tino kaha. He mea kaha tēnā - ā, koinei hoki te wāhanga e mea ana kia tika ake te noho o te tangata.

📈 E ai ki te rangahau a IBM, kua rite te AI ki te akiaki i te tipu pakihi atamai ake tae noa ki te tau 2030

E mea ana te rangahau a ngā kaiwhakahaere matua o IBM: e tumanako ana ngā kamupene ka neke atu te AI i te whai huatanga ki te tipu tūturu, engari he maha tonu ngā kaiārahi kāore anō kia whai mahere mārama mō te wāhi e tau ai te uara. He mea whakamarie te ahua o taua whakahē - ehara i te mea ko koe anake.

Ko tētahi kaupapa nui ko te whakaurunga: kāore te "AI i te taha" e tino whakarerekē. He pana mārire anō hoki ki ngā rautaki maha-tauira me ngā tauira iti ake e mahi ana i te nui ake o te mahi, he rite ki tētahi taahiraa whaihua mai i te tauine-ahakoa-te-utu noa iho... koinā te āhua.

🎓 Kua panuitia te hononga hangarau mohio tuatahi o te ao i waenga i te Whare Wānanga o Manchester me Microsoft

E ai ki a Manchester ka whānuitia: te urunga atu ki te Microsoft 365 Copilot me te whakangungu mō ngā kaimahi me ngā ākonga katoa. Ko te anga whakamua e aro ana ki ngā pūkenga, te ōritetanga, me te whakamahinga tika - ehara i te mea ko te "hua pai rawa atu".

I roto i te mahi, ko te tikanga pea he iti ake ngā wāhanga iti o te "mōhio ētahi ki ngā taputapu, ko ētahi kāore". Tērā pea he nui ngā kaupapa here, he nui ngā tautohetohe, ā, - hei whakamutunga - he kaupapa matua ōrite ake mō te puni.

🧑💼 Ka whakakapia ngā mahi e te AI? E ai ki te pūrongo anthropic, ehara i te mea ngāwari te whakautu

Ko te mahi a Anthropic i konei (mā te whakamahinga a te tangata i a Claude i roto i te mahi) e tohu ana ko te AI he "āwhina mahi" nui atu i te "muku mahi" i tēnei wā. Kei te tuku atu te tangata i ngā wāhanga mahi, ehara i te tuku i ngā tūranga katoa.

Ko te mea whakamere ko te rerekētanga: he rerekē te pānga i runga i te mahi me te wāhanga o te mahi ka taea te whakahaere aunoa. He rite ki te ngana ki te matapae i tētahi tupuhi mā te mātakitaki i tētahi kapua - ka taea e koe te kite i tētahi mea, engari kāore i te pūnaha huarere katoa.

🧪 Ngā mātāpono AI tahi a te EU me te US mō te umanga rongoā

I hono tahi ngā kaiwhakahaere rongoā o te EU me te US ki ngā mātāpono ōrite mō te "whakahaere pai o te AI" i roto i te ao pūtaiao koiora - whakaarohia te tirotiro, te whakahaere mōrearea, me te kawenga mārama ake. Ehara i te mea whakahihi, engari koinei te momo mea e hanga puku ana i te mea ka hangaia.

Ko te whāinga matua: ae, whakamahia te AI, engari kia tino mārama, kia hoha hoki te aro turuki i tōna wāhi, tōna whakamahinga mōna, me te hunga ka whai kawenga ina hē te mahi.

Ngā Pātai Auau

He aha te ratonga Enterprise Advantage a IBM mō te AI ā-ringa?

Ko te "Painga Pakihi" a IBM e kīia ana he huarahi tuatahi ki te whakatū i te AI ā-ringa puta noa i ngā whakahaere nunui, me te kore e whakaaro ki ia whakatūnga he kaupapa motuhake, kotahi te wā. Ko te arotahi kei te whakamahi anō i ngā rawa tiritahi, te whakarite i te huarahi e hangaia ai e ngā tīma ngā āringa, me te karo i te wehewehenga "tari-ki-tari". E whakanui ana hoki i te whakauru ki ngā taiao o nāianei, kaua ki te tono kia hangaia anōtia, kia taea ai te tukurua, te whakahaere, me te ngāwari ake te whakawhanui i ngā whakatūnga.

He aha te rerekētanga o te AI ā-ringa mai i tētahi karetao kōrerorero, i tētahi kaiawhina AI pēnei i a Copilot?

Kāore te Agentic AI i te whakaarohia hei "whakautu pātai" engari hei "whakahaere mahi" i roto i te rerenga mahi. Engari i te mutu ki ngā whakaaro, ka taea e te kaihoko te mahi i ngā mahi i raro i ngā ture kua tautuhia. Ka piki ake te tūponotanga o taua panoni, koia te take e whakawhirinaki nui ai te karere ki ngā ārai, te whai i ngā mea, me ngā mana whakahaere - inā koa ka mahi ngā kaihoko i roto i ngā tukanga pakihi nui.

He aha te tikanga o te "pūhara-tuatahi" ina whakawhānuihia te AI ā-ringa puta noa i ngā tīma?

Ko te tikanga o te huarahi tūāpapa-tuatahi ko te hanga i ngā turanga tahi - ngā taputapu, ngā tauira, te whakahaere, me ngā wāhanga ka taea te whakamahi anō - kia kore ai ngā tīma e hanga anō i ngā āheinga kaihoko kotahi i roto i te takitahi. Ko te whāinga he whakaiti i ngā hanganga motuhake me te pupuri i ngā whakatinanatanga kia rite tonu puta noa i ngā tari. I roto i te mahi, ko te "paipa whakahaere" te mea e āwhina ana i te whakatinanatanga o ngā kaihoko kia whānui, me te kore e huihui ia rōpū i tētahi puranga AI motuhake.

Me pēhea te whakauru i ngā ārai whakahaere me ngā ārai tutuki ture ki roto i ngā rerengamahi AI a te kaiwhakahaere?

Ko te arotahi i konei ko te aunoatanga ā-ringa i roto i ngā mīhini mōrearea-me-te-ture, ina he nui te utu mō ngā hapa. E whakanui ana te kaupapa i ngā ārai me te whai i ngā mahi mai i te tīmatanga, kia mau tonu ai te mana whakahaere me te arotake i ngā mahi, kaua ki te mea motuhake. E hangai ana tēnei ki te pana whānui mai i ngā kaiwhakahaere - pērā i ngā kaiwhakahaere rongoā o te EU me te US - ki te mārama ake o te kawenga, te tirotiro, me te whakahaere mōrearea mō te AI i roto i ngā horopaki nui.

He aha tā te rangahau a IBM e kī ana mō te AI e akiaki ana i te tipu o ngā pakihi tae noa ki te tau 2030?

Ko te kaupapa o te rangahau, e tumanako ana ngā kaiārahi ka neke atu te AI i ngā hua whai hua ki ngā hua tipu tūturu, engari he tokomaha tonu kāore i te mārama te mahere mō te wāhi e tau ai te uara. E whakamāramahia ana te whakaurunga: "E kore e nui te rerekētanga o te "AI i te taha" ki te kore e whakauruhia ki roto i te huarahi e mahia ai te mahi. E tautoko ana hoki i ngā rautaki maha-tauira, me ngā tauira iti ake e tango ana i te mahi nui ake i roto i ngā whakatinanatanga whaihua.

Ka whakakapia ngā mahi e te AI, ka whakahaere aunoa rānei i ētahi wāhanga o aua mahi?

I runga i te whakamahinga a te tangata i a Claude i roto i ngā mahi (e ai ki te pūrongo a Anthropic, ā, kua hipokina ki konei), ko te pānga i tēnei wā he rite ki te āwhina taumata mahi, kaua ki te whakakapinga mahi katoa. Ka tukuna e te tangata ngā wāhanga mahi, ehara i te tūranga katoa mai i te mutunga ki te mutunga. He rerekē te pānga i runga i te mahi me ngā wāhanga mahi ka taea te aunoa, ka waiho ngā putanga kia kore e ōrite, ā, he tino whakawhirinaki ki te horopaki.

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