I te taenga mai o te tau 2025, kua noho te kaupapa o te "mātauranga AI" hei kaupapa rapunga wera, ā, kua puta ake ngā whakaaro wera o te marea i roto i te hapori whānui me ngā momo ahumahi. Mai i ngā take kāwanatanga ki ngā ahumahi ahumahi me ngā ratonga, kua whakauruhia ngā pūnaha "mātauranga AI" e ahu mai ana i te DeepSeek. I roto i te ahumahi taumaha tuku iho o te ahumahi maitai, kua hurihia hoki e ngā kaimahi tiaki i te taumata taketake o Delong Steel ō rātou whakaaro tuku iho. Mā te kōrero tahi me te AI, te tātari whānui me te pūnaha i ngā raruraru, te tautuhi me te whakakī i ngā āputa, me te whakarato whakaaro hou, kua tīmata rātou ki te pārekareka ki ngā "hua" i kawea mai e te AI e whakarerekē ana i ngā oranga me te whakaputanga.

Ka whakaratohia e te AI he tohutohu whānui. I te teihana whakaputa hau 3 # i roto i te tipu hiko, kei te putanga hau o raro o te pā hau te tātari whakauru o te tātari wehe hau 3 #, ka piri te paowa hinu ki te wae tātari pepa o te tātari, ka whakaiti i te whai huatanga o te wae tātari, ka pā ki te roa o te ratonga o ngā taputapu. I te tīmatanga o te tipu hiko, hei whakaoti i tēnei raruraru, i whakaarahia te paipa paowa kia roa te roa me te tumanako ka haria te paowa hinu ki tētahi wāhi tawhiti mā te hau. Heoi, kāore i tino pai te hua whakamutunga, ā, kāore i tino whakatauhia te raruraru. I puta he whakaaro ohorere ki a Huang Yuxiao, he tohunga hangarau i te awheawhe tiaki o te tipu hiko, i tana kitenga i te "mātauranga AI". Me te wairua whakamātautau me te hapa, i tukuna e ia te raruraru e whakararuraru ana i a rātou ki te AI, ā, i puta he hua whakamiharo i te kore e tumanakohia. Ka tātarihia e DeepSeek mai i ngā tirohanga e whā: te tahora ā-wāhi, te kaha purenga paowa hinu, ngā mahi tiaki tātari, me te whakakorikori paowa hinu, ā, ka tukuna he whakaaro whakapai ake. I runga i te āhua o te wāhi i tū ai, i ako a Huang Yuxiao i te wheako o te pakaru tuatahi, ā, i whai i te whakaaro kia rua ngā mahi hei mahi. Tuatahi, tāutahia he parakore ki te pito o mua o te paipa hau, honoa ki te pū hinu, ka mimiti i ngā pata hinu taumaha; ko te tuarua ko te toro atu i te paipa ki te taha whakapae, kia matara rawa atu i te tātari whakauru o te pūnaha wehewehe hau 3 #. Nā ngā mahi tahi a ngā tohunga tiaki, i oti pai te whakahoutanga tuarua. I muri i tētahi wā mahi, i pai te hua, ā, i ea katoa te raruraru.

Whakatuwheratia ngā whakaaro, e te pukapuka whakamārama. Ko te pūwero wehewehe hau 3 # te nuinga o te wā ka mimiti i te hau hei pēhi, ā, ka tukuna te hau pēhi ki te tukanga e whai ake nei hei wehe i te hauota wai, te hāora wai, me te hauhā wai. Ko te manawa i te hau ka hua ake te manawa o te puehu. Kāore e whai hua te taputapu tātari taketake, ā, ka kohia te puehu ka piri ki te rotor pūwero me ngā pakitara paipa, ka waikura ngā taputapu me ngā paipa, ka pakaru te taurite hihiri, ā, ka mutu ka pakaru te wiri o ngā taputapu. I te whakaaro o Huang Yuxiao ki te "mātauranga AI" hei hoa me te pukapuka whakamārama, i puta mai hoki i tēnei tikanga ngā whakaaro hou mō te whakaoti rapanga tiaki. E tohu ana te huarahi whakaoti rapanga hou i tetahi taha, he mea nui te taputapu tātari, ā, ki te kore e pai te pānga, tera pea he tāutanga hē, he mahi hē rānei o ngā wāhanga tātari me ngā huānga tātari; I tetahi atu taha, me tango te waikura me te peita i te pakitara paipa, me whakanui ake i te maeneene o te pakitara paipa, me te karo i te piri o te puehu. I te wa ano, ka mahi hoki hei ārai i te waikura o te paipa me te ārai i te mimiti o te waikura ki roto i te pūwero. I whakarite a Huang Yuxiao i te katoa ki te whakahou i te mahi kia rite ki te mahere, ki te peita me te whakatū i ngā mahi tirotiro pūmau. I runga i te tirotiro i te wāhi mahi taketake me te whakakapinga o ngā wāhanga tātari, i tāpirihia ngā mahi tirotiro tuara tiaki hei tirotiro mēnā kāore i whakakapia ngā wāhanga tātari i muri i te paunga, i tāuta tika rānei i ia marama. Whai muri i te maha o ngā mahi whakapai ake, kua ngāwari te whakatau i tēnei raruraru.

Kāore te whakamahinga o te AI i roto i te tirotiro me te tiaki i te herea noa ki ngā āhuatanga e rua o runga ake nei, pērā i te whakarerekētanga o te haruru rerekē i roto i te takirere tirotiro o te paipa wai papu wai whakapūhau, te arotautanga o te pānga whakapūhau o te pouaka whakamatao wehewehe hau, me te whakatika i ngā pūtu wetekina i roto i te kaiwhakakapi paipa whakauru, kua whiwhi āwhina hoki mai i te AI. Kāore e taea e te AI te tukatuka raraunga anake, te tuhi tuhinga me ngā whaikōrero, te ako rānei i ngā reo ke pērā i ngā pūrongo purongo, engari ka taea hoki e ia te whakarato tātari take me ngā hua whakamātautau mō te tiaki taputapu pērā i te kaiārahi me te hoa. Me tūhuratia anō e tātou tōna pūmanawa me āna mahi, e ai ki a Huang Yuxiao.
Ina puta mai ngā whakaaro hou i ngā raraunga tukinga maitai, kāore te "AI+ahumahi" e rere noa ana i roto i te kapua. He nui hoki te pūmanawa o ngā "huarahi" i kawea mai e te AI e whakarerekē ana i ngā oranga me te whakaputanga i roto i te ahumahi taumaha tuku iho. Kaua ia kaimahi kei roto i tētahi tūranga e wehi kei whakakapia rātou e te AI, pērā i te "i riro ai a Tang Monk hei Tang Monk ehara i te mea nā ngā karaipiture pono i riro i a ia, engari nā ngā uauatanga i pā ki a ia." Me awhi te katoa i te AI me te waiaro pai me te tuwhera, me te whakamahi i ngā "otinga mohio" hei whakaoti rapanga e pā ana ki te whakaputanga me te oranga, hei whakapai ake i te pai o te mahi, me te whakarei ake i te kounga o te oranga.