Te Kaiwhakatika Whakaahua AI Kore-ārai
Panoni, whakarerekē momo, whakamārama anō, whakakākahu anō, whakatika rānei i tētahi whakaahua kua tū kē mā te tuhi i tētahi rerenga kōrero. Kāore he maka, he tātari, he whakakāhore — me tētahi tikanga e nui ake ana tōna hira i ērā atu katoa e huihui ana.
Whakarāpopoto
Ka whakatika a Shannon i kotahi tonu whakaahua kua tū kē mā tētahi tohutohu i te reo māmā — kāore he pene, kāore he maka, kāore he kōwhiringa. Me kī taua tohutohu he aha ka panoni ME he aha ka noho, nā te mea ka waihanga anō te tauira i te papa katoa: ko ngā mea kāore e whakaingoatia hei mea kāore e panoni, ka waatea ki te kōpiko. Ko te whakaingoa i ngā wāhanga kāore e panoni — "kia noho ōrite te kanohi, te tū me te kākahu" — te uaua nui rawa mō te kounga ka riro i a koe. Ka whakaaetia te tohutohu whakakāhore e te ara whakatika (kāore e whakaaetia e te kuputuhi-ki-te-whakaahua); waiho ngā hapa whakaputa kāore i hiahiatia ki reira, kaua e tuhi "kāore he X" ki te tohutohu. Ka riro aunoa te ōwehenga āhua o te tīpuna i te putanga. Kāore he waihanga ataata, kāore hoki he huarahi hei whakakori i tētahi whakaahua. Ka rere te whakatika i runga i tā mātou ake tautau GPU i te taupānga kōrerorero, me te kore tātari ihirangi, kore hoki paparanga whakakāhore.
Ko te nuinga o te hunga e rapu ana i tētahi kaiwhakatika whakaahua AI kore-ārai he whakaahua kotahi tā rātou, he raru kotahi hoki: he hē te papamuri, he papatahi te māramatanga, he hapa te tae o te koti, he tangata kē e tū ana i te papa, he whati kei te mata pao — he tika kē rānei te whakatika engari ka whakakāhoretia e tā rātou taputapu o nāianei. Ko tā tēnei wāhanga he kōrero mō te mahi tika i tērā: ehara i te kaiwhakatika he maha rawa ōna pae whakarite, engari ko te tikanga kotahi e wehewehe ana i te whakatika ka tau pai mai i te whakatika e hanga puku ana anō i te kanohi o tāu kaupapa i a koe kāore e mātakitaki ana.
01He aha tonu te whakatika ā-tohutohu
Ko te whakatika AI tuku iho e tono ana kia mahia e koe te wāhanga uaua: whakatuwherahia he papa, pania he maka ki runga i te wāhanga e hiahia ana koe kia panoni, ka tuhi i tētahi kīanga e whakaahua ana i te mea kei roto. He tika, he pōturi, ā, kāore he take i te wā kāore he kōtinga mā o tō panoni — he panoni mārama, he whakawhiti kākahu e panoni ana i te whakahua, he whakatika tae whānui.
He rerekē te mahi a Shannon. Kāore koe e kōwhiri i tētahi mea. Ka tuhia e koe tētahi rerenga kōrero mō te whakaahua, i tētahi reo, ā, ka whakatauhia te wāhanga mai i āu kupu. Koinā e noho ai hei whakarite kore-ārai whaihua mō te mahi maka mō te hunga e hiahia ana ki te hua, kaua ki te mahi kōwhiri — engari kotahi te hua whakahaere me mārama ki a koe i te tuatahi:
He waihanga anō te whakatika mō te papa katoa, e ū ana ki tō whakaahua tīpuna — ehara i te whakakapi mō tētahi wāhanga anake. Ka pānui Te Tauira Whakaahua i tō whakaahua taketake, ka pānui i tāu tohutohu, ka hanga i tētahi whakaahua hou e tika ana kia noho hei te taketake me te panoni. Kāore he mea e whakaūngia pūmau ana. Ka taea te whakawhiti anō ia pika i ia whakatika.
Koinā te take ka hoki mai "he tiriti ua i Tōkio" — he tino tika i roto i tētahi taputapu maka — me tētahi tangata āhua rerekē e tū ana i roto. I roto i tētahi taputapu maka, nā te maka i kī he rāhui te tangata; i konei mā tāu rerenga kōrero anō e kī. Ko te painga: ka mahia e te whakatika ā-tohutohu ngā mea kāore e taea e te maka — te neke i te rā kia whakaae ai ngā atarangi, te panoni i tētahi kākahu kia piri ai te kiriwhinu ki runga i te tū tonu, te whakarerekē momo i tētahi whakaahua hei mangumangu me te tae papatahi me te pupuri tonu i te whakatakotoranga. Kāore he rohe hei peita mō ērā whakatika; he hononga puta noa i te papa katoa.
02Te Punga: te uaua nui rawa mō te kounga
Ko te punga te tikanga kia tuhia ia tohutohu whakatika hei kīanga e rua: te kīanga panoni (he aha ka rerekē, kua kōrerotia mai i te taha pai, mārama hoki) me te kīanga noho (ngā wāhanga me ora tonu, kāore e pāngia, kua whakaingoatia hei ingoa mataara). He waha kaupapa ō raua e rua — he wawata noa te kīanga panoni ki tōna kotahi. Mēnā he kotahi noa tāu ka tango mai i tēnei whārangi: ko te hua ka riro i a koe ka whakahaerehia e te mārama o tō whakaingoa i ngā mea ka noho, kaua e te kaha o tō whakaahuatanga i ngā mea ka panoni.
E toru ngā huarahi e kōpiko ai ngā tohutohu kore-punga
- Te kōpikotanga tuakiri. Ka hoki mai te kanohi tata tonu ki te tika — he ihu āhua rerekē, he kauae kua whakaātaahua pukutia. Ko te hapa tino kino, nā te mea he uaua ki te kite i runga i te waea, engari he mārama ki te hunga e mōhio ana ki taua tangata.
- Te whakarerekē momo taupatupatu. I tono koe mō tētahi papamuri hou; ka riro anō i a koe he whakatika tae hou, he arotahi hou, he pōtae huruhuru kua kore te tuiwae. I pānui te tauira i te tohutohu hei whakaahuatanga o te whakaahua whāinga katoa, kaua he rerekētanga mai i te tīpuna.
- Te whakawhānui haere mai i ngā kupu āhua. Ko "kia whakaari ake," "kia mā ake," "kia ngaio ake" kāore he mea e whakaingoatia ana. Ko tētahi kupu āhua kāore he ingoa ka pā ki ngā mea katoa, nā reira ka neke ngā mea katoa.
Ngā kupu punga
Ka mahi ngā punga hei ingoa mataara. He ngoikore te "waiho kia rite" — kāore e taea e te tauira te mōhio ko tēhea ritenga e hiahiatia ana e koe. Kōwhiria ētahi mea e toru ki te rima e hira ana mō tō whakatika, ka whakaingoa tika ai.
| He aha tāu e panoni ai | Ngā punga me whakaingoa mārama |
|---|---|
| Papamuri / horopaki | te kanohi me ngā waahanga kanohi, te momo makawe, te tū, ngā ringa, te kākahu, te koki kāmera, te tapahi, te māramatanga ki runga i te kaupapa |
| Māramatanga / āhua ngākau | te kanohi, te āhua kanohi, te kiko kiri, te tū, te kākahu, ngā mea o te papamuri, te whakatakoto papa |
| Kākahu / kāpata kākahu | te kanohi, te pahau me ngā makawe rānei, te tū, ngā ringa, te ōwehenga tinana, te papamuri, te ahunga māramatanga, te whakatika tae |
| Momo / rauemi | te whakatakotoranga, te tū, te roa o ngā makawe, ngā āhua kākahu, te maha o ngā kaupapa, te tapahi |
| Te tango mea / te whakatika | ngā mea katoa atu i te papa — te kaupapa, ngā hanganga taiao, te pūkohu, te oro tae, te whakaahuru, te tae |
| Te tae o tētahi mea | ngā tae katoa atu o te whakaahua, me te kiko me te rauemi o te mea kua panonihia |
Kia mōhio ki te rārangi whakamutunga. Ka hē pukutia te whakatika tae, nā te mea ko "whakawhero i te koti" e tono ana kia hangaia anō te koti mai i te kore — he tapahi hou, he rauemi hou, he mekemeke hou. Kua pungatia: "whakawheroa te koti kei kōnei kia whero-kererū hōhonu, ā, kia mau tonu tōna tapahi tika, ōna tuitui, tōna kiko kākahu me tōna tārena." Kotahi noa te kīanga rerekē, engari he tino pai ake te hua.
03Ngā tauira mahi: te tohutohu ngoikore, te take e kōpiko ai, te tuhi anō kua pungatia
Ko ia takirua i raro nei he whāinga kotahi kua tuhia e rua ngā wā. Ko te tātaritanga i waenganui te wāhanga ka taea te kawe atu.
A. Te whakakapi i te papamuri
Te take e kōpiko ai: he whakaahuatanga tēnei o te whakaahua whāinga, kaua he rerekētanga. Kāore he mea e tiaki ana i te wahine, kāore hoki he mea e pupuri ana i te kāmera kia noho pūmau, nā reira ka whakahou anō, ka waihanga anō te tauira i a ia i a ia e hanga ana i tētahi wāhi māramarama.
Te mea i rerekē: ko te kīanga noho e pupuri ana i te tuakiri, te kākahu me te whakatakoto papa, ā, ko te kīanga whakamutunga e kī ana ko tēhea taha ka whakatika i te hononga — ka piko te papamuri ki te māramatanga o te kaupapa, kaua ko tērā atu.
B. Te whakamāramatanga anō
Te take e kōpiko ai: he kupu āhua "pai ake" kāore he ingoa. Me hanga e te tauira tētahi tautuhinga, ā, ko te huarahi ngāwari rawa kia pai ake i roto i te waihanga anō ko te kiri whakamaeneene, ngā niho mā ake me te kauae angiangi ake. I tono koe mō te māramatanga, ka riro mai he whakapaipai.
Te mea i rerekē: kua whakaahuatia te māramatanga ā-tinana — te ahunga, te kounga, te mahana, te hekenga. Kua pungatia mārama te kiko kiri, nā te mea ko te whakamāramatanga anō te wā e tino whakawaia ai te tauira ki te whakamaeneene atu i tērā.
C. Te whakakākahu anō i te kaupapa
Te take e kōpiko ai: ka panoni tētahi suti i te whakahua, nā reira me waihanga anō te tinana o runga — ā, he maha ngā wā ka whai atu te māhunga i runga. Ko ngā whakatika kākahu kore-punga te tuarua o ngā puna nui rawa mō te kōpikotanga tuakiri i muri i te whakawhiti papamuri.
Te mea i rerekē: nā "kua hangaia kia rite ki tōna tū o nāianei" i noho ai te kākahu hei mea whai muri i te tū. Kua pungatia motuhaketia ngā ringa, nā te mea ko ngā ringa te wāhi e tino kitea ai te pakaru o ngā whakatika kākahu.
D. Te whakarerekē momo i tētahi whakaahua
Te take e kōpiko ai: ko te kupu momo anake e tuku ana i ngā mea katoa — te whakatakotoranga, te tapahi, ngā makawe, te kākahu, te maha o ngā tāngata — ā, e toru tekau tau o ngā tikanga kāore e ōrite a "anime". Ka riro mai he whakaahua pai o tētahi wāhi rerekē.
Te mea i rerekē: he punga rerekē te hiahia mō ngā whakatika momo. Kāore e taea te punga i te kiko — ko te kiko tonu te mea ka whakakapia — nā reira ka punga koe i te hanganga: te whakatakotoranga, te tū, ngā whakahua, te tapahi, te maha o ngā kaupapa. He tautohetohe te tono kia noho tonu te "kiri-āhua-whakaahua" i raro i te pakiwaituhi mangumangu.
E. Te tango i tētahi mea
Te take e kōpiko ai: ahakoa he whakakāhoretanga, kei te whakatakoto tonu i te ariā ki mua i te tauira, ā, kāore e kōrero mō te mea ka whakakī i te wāhi kua wātea. Me whai kōrero pai te tango mō te whāinga me te whakakī e rua.
Te mea i rerekē: kua whakaingoatia te whāinga mā te mea, te tae me te tūranga; kua tautuhia te whakakī, nā reira kāore te tauira e hanga i tētahi marae kei te wāhi tika mō te huarahi wae; ā, kua whakamāramatia "ngā mea katoa atu" hei ingoa mataara.
F. Te whakatika i tētahi whakaahua kua kino
Te take e kōpiko ai: ka pānuitia "whakatika" hei "whakapai ake," ā, ko te whakapai ake i tētahi whakaahua tawhito he whakahou — he kiri mā ake, he whakaahuru teitei ake, he kanohi kua kore e tino rite ki tō kuia.
Te mea i rerekē: kua tatauria ngā kino, nā reira kua tautuhia te whānui o "whakatika", ā, kua pungatia te pūkohu me te oro tae nā te mea koinei ngā mea e mau ai te āhua o taua wā tūturu. Ko ngā aukati e toru te wā onge e whai wāhi ai te whakakāhoretanga — he tohutohu mō te tukanga, kaua mō ngā mea.
Te āhua o tētahi tohutohu pai
Whāia te 25 ki te 60 kupu, hei rerenga kōrero katoa, kaua he tūtohu kupu-matua kua wehea mā te piko — ka pānui Te Tauira Whakaahua i ngā tohutohu pērā i tētahi tauira reo, nā reira ka toa te kōrero rere i te pūranga kupu. Waiho ngā para o te wā SDXL (masterpiece, best quality, 8k) me te tikanga taumaha pēnei i te (word:1.3); kāore he take o ērā i konei. Kotahi noa te panoni ia tohutohu — ko ngā panoni rerekē e rua i roto i te rerenga kotahi ka whawhai mō te aro, ā, ka hoki mai e rua kāore i oti.
04Te tohutohu whakakāhore — e tautokona ana i konei, kāore i te kuputuhi-ki-te-whakaahua
He mea whakapōrearea tēnei mō te tokomaha, nō reira me kī mārama:
| Ara | Whakaahua tīpuna | Tohutohu whakakāhore | Ōwehenga āhua | Hōputu tohutohu |
|---|---|---|---|---|
| Kuputuhi-ki-te-whakaahua | 0 | Kāore e tautokona | Kua kōwhiria (square te taunoa) | Kōrero whakaahua |
| Whakatika whakaahua kotahi | Kotahi tonu | E tautokona ana | Kua riro mai i te tīpuna | Tohutohu: panoni + noho |
| Whakakotahi whakaahua 2+ | 2 neke atu | E tautokona ana | Ka taea te kōwhiri papa hou | Kōrero kua whakaingoa tūranga |
Kāore rawa te kuputuhi-ki-te-whakaahua e tango i tētahi tohutohu whakakāhore — ko te waihanga mai i te kore, te whakaahuatanga anake o tāu e hiahia ana, koinā te tikanga (tirohia te waihanga whakaahua AI kore-ārai). He rerekē te whakatika: kua whai tīpuna kē koe, ā, kua mōhiotia, kua taea te whakaingoa ngā hapa āhua o te waihanga anō, nā reira he mea mataara tā te tohutohu whakakāhore hei pēhi.
He aha te wāhi tika mōna
Ngā hapa whakaputa anake. He rārangi hapa, ehara i te huarahi tohutohu tuarua:
- extra fingers, fused fingers, malformed hands — mō ngā whakatika e waihanga anō ana i tētahi tangata.
- warped text, garbled lettering, misspelled signage — mō ngā mea he tohu, he tapanga, he kōhiwi rānei kei te papa.
- duplicated limbs, duplicated railing, repeated windows — mō ngā tangohanga me ngā whakawhānuitanga papamuri.
- smeared texture, blurry patch, halo around the subject, visible seam — mō ngā whakawhiti papamuri me te tango mea.
- plastic skin, waxy skin, over-smoothed face, watermark, jpeg artifacts — mō te whakamāramatanga anō, ngā whakatika whakaahua-kanohi, me te horoi whānui.
He aha kāore
Ngā whakatau ihirangi. Mēnā e hiahia ana koe kia ngaro te pōtae, ko te tohutohu "tangohia te pōtae" — ehara i te tohutohu whakakāhore e kī ana "pōtae". Kāore e mārama te tango a te tohutohu whakakāhore i ngā mea kei tō tīpuna; he mea āta ārai noa i ngā hapa kei te putanga o te waihanga. Ki te whakauru ihirangi ki reira, ka riro mai te kino o ngā mea e rua: ka noho tonu te pōtae, ā, ka ngaro tētahi wāhi i āhei ki te pēhi i ngā ringa parori.
Ko te haurua atu o te ture e pā ana ki tāu tohutohu: whakamutua te tuhi "kāore he X" ki roto. Ko "he tiriti kāore he waka," "he whakaahua-kanohi kāore he mōhiti" e rua, ka whakatakoto i te ariā kāore e hiahiatia ki roto i te rerenga kōrero, ka tono i te tauira kia whakakāhore — he mahi e mahia pai ana e te reo, engari he pōturi te mahia e te whakatakotoranga whakaahua. Kōrerotia te mea me noho i reira: "he tiriti wātea me te tiriti mā," "he whakaahua-kanohi karu wātea." Ko te mea kotahi e rerekē ana, pērā i te tauira F, he tohutohu mō te tukanga — "kaua e whakakoi," "kaua e whakatika tae" — e whakakāhoretia ana he mahi, kaua he mea e whakaingoatia ana.
Te wehewehenga mahi, i roto i te rārangi kotahi
Tohutohu: he aha ka panoni, he aha ka noho — kua kōrerotia i te taha pai. Tohutohu whakakāhore: ngā huarahi ka parori te waihanga. Waiho kia wehe, ā, ka pai ake raua tahi.
05Kotahi whakaahua tīpuna, me te āhua o te kōwhiri a Shannon
Ka mahi te whakatika i runga i kotahi tonu whakaahua tīpuna: he pikitia kei te kōrerorero kē — kua whakapiritia i mua, kua waihangatia rānei mōu — he mea rānei kua whakapiritia ki te karere e tuku ana koe ināianei. Kāore he mea e tōia mai i waho o te kōrerorero, ā, kāore rawa te ara whakatika e whakakotahi puku i ngā pikitia e rua. Mēnā me whai wāhanga tō whāinga mai i te whakaahua neke atu i te kotahi — te kākahu mai i te whakaahua A ki runga i te tangata i te whakaahua B — koinā tētahi whakakotahi, me tētahi hōputu tohutohu rerekē e whakaingoa ana i te tūranga o ia whakaahua, kia raupapa.
Ngā whai muri me te whakaahua whai take hou rawa
Ina kei te kōrerorero tētahi whakaahua, ka mahi ngā whai muri poto pēnei i tāu e tūmanako ana. "Whakapouritia." "Whakamātauria ināianei i te tōnga o te rā." Ka whakatauhia ēnei e pā ana ki te whakaahua whai take hou rawa i te kōrerorero — ko te tikanga ko te hua i riro mai i a koe — nā reira ka rite tētahi raupapa o ngā tohutohu iti ki tētahi pūranga whakatika. E toru ngā hua:
- Whakarōpū i ngā taupae kotahi. He waihanga anō katoa anō ia whai muri, nā reira ko "whakapouritia, ka panoni i tōna koti, ka neke iho i te kāmera" e toru whakatika e whawhai ana mō te pahitanga kotahi. Tukua ngā karere e toru; whakamutua i tētahi i pai ki a koe.
- Kia mataara ki te ngaronga ā-whakatupuranga. Ka whakarearea ngā rerekētanga iti; kia tae ki te whakatika tuaono ka taea te kanohi te tino tawhiti atu i te taketake ahakoa kāore he taupae kotahi i āhua hē. Ina kite koe i te kōpikotanga, whakamutua te whakatika-tika — whakapiritia anō te kōnae taketake, ka tuhi tētahi tohutohu whakakotahi e whakaū ana i ngā mea katoa kua mōhiotia e koe i muri mai he mea i hiahiatia e koe.
- I roto i tētahi kōrerorero roa, kia mārama. "Mā te whakamahi i te whakaahua tahatai i whakapiritia e au i mua, …" ka whakakore i te rangirua ina he maha ngā whakaahua kei te mahi.
Ko te kāri whakaū tō wā whakamutunga hei tāpiri i tētahi punga
Ka pātai koe i te reo māmā, i tētahi reo e mōhio ana koe. Ka whakatau a Shannon e tonoa ana tētahi mahi whakaahua, ka tuhi ake ia i te tohutohu whakamutunga, ki te reo Ingarihi, ā, ka whakaaturia ki a koe i runga i tētahi kāri whakaū i mua i te putanga o tētahi mea. Kāore he mea e hangaia, kāore hoki he utu tae noa ki tō whakaū. Pānuitia taua kāri — koinā te wāhi e kitea ai e koe tētahi kīanga noho ngaro i mua i tō utu i tētahi mea.
E rua ngā whanonga e hono ana: kāore rawa a Shannon e waihanga i te kore i tonoa — kāore te mihi, te pātai, te whakaahua kua whakapiritia noa e whakaoho i tētahi mahi whakaahua. Ā, ko te tono ki a Shannon kia titiro noa ki tētahi whakaahua — whakaahuatia, pānuitia te kuputuhi kei roto, kōrerotia he aha te whakatakotoranga kāore e tika ana — he mahi tirohanga noa, ehara i te waihanga, ā, kāore he utu tāpiri. He tohutohu kore-utu "he aha tāu ka panoni mō tēnei whakaahua?"; ko te mahi i runga i tērā te whakatika.
06Ka riro aunoa mai te ōwehenga āhua
Ka hoki mai tētahi whakaahua kua whakatikahia i te ōwehenga āhua ōrite ki tōna tīpuna. Kāore koe e kōwhiri i tētahi, kāore hoki e hiahiatia: ka noho tonu tētahi whakaahua-kanohi 4:5 hei 4:5, ka noho tonu tētahi 16:9 hei 16:9, ka mau tonu ngā ōwehenga o tētahi pikitia mata waea uaua. Ko tētahi whakatika e whakahou puku ana i te papa o tō whakaahua ehara i te whakatika — he tapahi kē me te matapae mō ngā mea kei waho o ngā rohe taketake.
He tino rerekētanga tērā mai i ngā ara e rua atu. Ka tono te kuputuhi-ki-te-whakaahua kia kōwhiri koe mai i square (taunoa), portrait, landscape, wide (whitiāhua) me tall (pānui me te papamuri pae mahi), ā, ka toa tonu te tono mārama; ka taea e te whakakotahi te kōwhiri i tētahi papa hou, nā te mea kāore he tīpuna kotahi hei riro mai. Nā reira mēnā he āhua rerekē tāu e hiahia ana, ehara tērā i te whakatika — ko te huri i tētahi pao hua 1:1 hei paanui 16:9 he hanga pika kāore rawa i whakaahuatia. Mahia mārama, mā te waihanga, te whakakotahi rānei ki runga i tētahi papa hou.
07Kāore he waihanga ataata
Kua kī mārama, nā te mea e pātai ana te tokomaha
Kāore a Shannon e waihanga ataata, kāore hoki e whakakori whakaahua. Kāore he ara whakaahua-ki-te-ataata, kāore he "whakanekehia tēnei whakaahua," kāore he porowhita, kāore he ataata-whakaahua. Ehara tēnei i te āheinga kei te arokite, kei te haere mai rānei — kāore i te hua, ā, kaua e pānuitia tētahi kōrero o tēnei whārangi hei tohu i tētahi atu.
E toru tonu ngā mahi a Shannon 3 ki ngā whakaahua: te waihanga i tētahi whakaahua hou, te whakatika i tētahi whakaahua kua tū kē, me te whakakotahi i ngā whakaahua e rua, neke atu rānei hei kotahi. Ko ngā kōrero katoa o tēnei whārangi kei roto i te tuarua o ērā.
He mea tika kia kīia e rua ngā wā, nā te mea kua noho tata a "kaiwhakatika whakaahua AI" me "kaiwaihanga ataata AI" i roto i te whakaaro o te tokomaha, ā, ki te taputapu e ngākau nui ana ki te whakamāramatanga anō o tō whakaahua, me te mea kotahi noa te pātene ki te whakakori i a ia. Ehara — ā, me mōhio koe ki tērā i te meneti tuatahi, kaua i te meneti tekau.
08He aha te kore-tātari e nui ake ai tōna hira mō te whakatika i te waihanga
He rerekē te hapa o ngā kaiwhakatika kua āraia i ngā kaiwaihanga kua āraia, ā, he kino ake tērā i te nuinga o te wā. Ka whakakāhoretia tō tohutohu e tētahi kaiwaihanga kua āraia; ka tuhi anō koe, ka whakamātau anō. Ka taea e tētahi kaiwhakatika kua āraia te whakakāhore i te whakaahua tīpuna anō, i mua i te pānui i tētahi kupu o tō tohutohu. Tukua ake he whakaahua whati haumanu mō tētahi pūrongo take, ka whakakāhoretia i te tāurunga. Tukua ake he whakaahua pakanga hītori kia whakatikahia tētahi whatiwhati, ā, ka whakamutua te kōrero e te pū kei te papa. He mahi tika, he whakakāhore whānui, kāore he tuhi anō i āwhina.
Ka whakahaerehia e Shannon te ara whakaahua me te kore tātari ihirangi ki te putanga me te kore paparanga whakakāhore ki te tauira e tuhi ana i te tohutohu. Koinā te mea e taea ai ēnei mahi noa:
- Ngā whakaahua tahanga toi me te mahi ahua-tinana — te whakapaipai, te whakamāramatanga anō me te whakarerekē momo mā ngā kaitoi me ngā kaiwhakaahua e mahi ana me ngā kaupapa pakeke kua whakaae.
- Te whakaahua rongoā me te taihara — ngā whakaahua haumanu kua whakapaitia mō ngā rauemi ako, ngā pūrongo take, me ngā mahi hanga anō e whakakāhoretia ana e ngā kaiwhakatika matua i te tirohanga kotahi.
- Ngā whakaahua rangahau haumarutanga — ngā pikitia mata, ngā whakaahua haumarutanga ā-tinana me ngā tuhinga taputapu mō ngā kaupapa mōhiotanga-phishing me ngā pūrongo rōpū-whero.
- Te tūkino i te pakiwaitara — te toi whakaputa kiriata, kēmu me pakiwaituhi, e noho ana he whati, he rākau rānei hei kaupapa.
- Te whakatoi tōrangapū me te whakaahua ētitoriara — he rau tau maha o te hītori kei muri, tata kore he tautoko i ngā taputapu kua āraia.
- Te mahi waitohu me te āhua rite mā te kaipupuri mana — tō ake whakaahua hua, ngā tāhono waitohu me ngā whakaahua-kanohi, me ngā puranga whānau uaua, me te kore tautohetohe ki tētahi kaiwehewehe mō te whakaaetanga.
Ehara te kore-tātari i te kore-haepapa. Ka whakahaerehia a Shannon e Shannon Lab LLC (New Mexico, USA) i raro i tētahi Kaupapa Here Whakamahi Haepapa kua whakaputaina, koinā te wāhi e noho ai ngā rohe tūturu — ngā mea e pā ana ki te ture me te kino, kaua ki te ngāwari-kore o tētahi kaiwehewehe ki tētahi whakaahua whati. Ko te korenga o te whakakāhore aunoa he kōrero mō te taputapu, kaua mō tō haepapa mō āu e hanga ai.
09Te wāhi e uru ai te API — me te wāhi kāore
He hē noa tēnei mō te hunga e tae mai ana mai i te rapunga API. Ka mahia te waihanga me te whakatika whakaahua i te taupānga kōrerorero Shannon, kaua i te API. Ko ngā reo /v1 e toru — /v1/chat/completions (hōputu OpenAI), /v1/messages (hōputu Anthropic) me /v1/responses, katoa e rere ana, katoa i runga i ngā tauira ōrite — ka mahi mō te kuputuhi me te tirohanga. Ko te tirohanga te tikanga ka pānui ngā tauira i ngā whakaahua ka tukuna e koe: whakaahuatia, tuhia te kuputuhi, tātaritia he mahere ranei. Ehara i te tikanga ka hanga, ka panoni rānei rātou i ngā whakaahua.
Heoi anō, kei kōnei tētahi tauira whaihua: ko te tirohanga me tētahi tauira kuputuhi kore-tātari he kaiāwhina kaha mō te tuhi tohutohu. Tukua ki te API tō whakaahua tīpuna, tonoa ia kia whakaahuatia te mea kei te papa, ka tuhi tauwehe i tētahi tohutohu kua pungatia e whakaingoa ana i te panoni me ngā punga, kātahi ka whakahaerehia taua tohutohu i te kōrerorero — ka mau i a ia ngā punga kua wareware pea i a koe. Kei roto i te tuhinga API ngā hōputu tono me te whakautu.
10Ngā pātai auau
He aha te kaiwhakatika whakaahua AI kore-ārai?
He kaiwhakatika e tango ana i tētahi whakaahua kua tū kē me tētahi tohutohu i te reo māmā, ka whakahoki mai i te whakaahua kua whakatikahia, me te kore tātari ihirangi ki te putanga, me te kore paparanga whakakāhore ki te tauira e tuhi ana i te tohutohu. Ka rere i runga i tā mātou ake tautau GPU i roto i te taupānga kōrerorero Shannon, nā reira ka mahia ngā mahi e whakakāhoretia ana e ngā kaiwhakatika kua āraia — te whakapaipai whakaahua tahanga toi, te whakaahua rongoā me te taihara, ngā whakaahua rangahau haumarutanga, te tūkino i te pakiwaitara, te whakatoi tōrangapū — kaua e whakakāhoretia.
He aha te kanohi ka panoni i te wā i tono ai au kia panoni noa te papamuri?
Nā te mea ka waihanga anō tētahi whakatika ā-tohutohu i te papa katoa e ū ana ki tō whakaahua tīpuna, kaua ko te wāhanga anake i whakaarohia e koe — ko ngā mea kāore e whakaingoatia hei mea kāore e panoni, ka waatea ki te kōpiko. Ko te rongoā he punga: tāpirihia tētahi kīanga noho pēnei i te "kia noho ōrite te kanohi, te momo makawe, te tū me te kākahu, te koki kāmera me te tapahi ōrite". Ko te whakaingoa i ngā wāhanga kāore e panoni te uaua nui rawa mō te kounga ka riro i a koe.
Ka tautokona e te whakatika whakaahua a Shannon tētahi tohutohu whakakāhore?
Āe. Kāore i te rite ki te kuputuhi-ki-te-whakaahua, kāore rawa e tango i tērā, ka tautokona e ngā ara whakatika me te whakakotahi whakaahua-maha tētahi tohutohu whakakāhore. Whakamahia mō ngā hapa whakaputa kāore i hiahiatia — extra fingers, warped text, duplicated railings, smeared texture, plastic skin, watermarks — kaua e tuhi "kāore he X" ki te tohutohu. Ko ngā whakatau ihirangi kei te tohutohu, kua kōrerotia i te taha pai; ko te pēhi hapa kei te tohutohu whakakāhore.
Ka taea e Shannon te whakakori i tāku whakaahua, te huri rānei hei ataata?
Kāo. Kāore a Shannon e waihanga ataata, kāore hoki e whakakori whakaahua. Kāore he ara whakaahua-ki-te-ataata, ā, kāore tētahi e whakapuakina. Ka waihanga a Shannon 3 i tētahi whakaahua hou, ka whakatika i tētahi whakaahua kua tū kē, ka whakakotahi rānei i ngā whakaahua e rua, neke atu rānei hei kotahi — koirā anake ngā mea e toru, kāore atu.
E hia ngā whakaahua tīpuna ka whakamahia e tētahi whakatika?
Kotahi tonu: he pikitia kei te kōrerorero kē, he mea rānei kua whakapiritia ki tō karere o nāianei. Mēnā me whai wāhanga te whāinga mai i te whakaahua neke atu i te kotahi — te kākahu mai i tētahi whakaahua ki runga i te tangata i tētahi atu — koinā he whakakotahi, ehara i te whakatika, ā, me tuku e koe ngā whakaahua pono, kaua e whakaahuatia ā-kupu te tuarua.
Me tuhi maka, me whakamahi mahi maka rānei ahau?
Kāo. Kāore he pene, he aho tope, he papanga maka rānei. Ka whakaahuatia e koe te panoni i roto i tētahi rerenga kōrero, ā, ka whakatauhia te wāhanga mai i āu kupu, koinā te take e hira ai ngā ingoa mataara: he pai ake te "te waka hiriwa e tū ana i te taha matau" i te "taua mea". Koinā e noho ai a Shannon hei whakarite kore-ārai whaihua mō te mahi maka, mō te hunga e hiahia ana ki te hua, kaua ki te mahi kōwhiri.
Ka taea e au te whakatika whakaahua mā te API a Shannon?
Kāo. Kei te taupānga kōrerorero Shannon te waihanga me te whakatika whakaahua. Ko ngā reo /v1 — /v1/chat/completions, /v1/messages me /v1/responses — ka mahi mō te kuputuhi me te tirohanga: ka pānui, ka tātari rātou i ngā whakaahua ka tukuna e koe, engari kāore e hanga, e whakatika rānei i a rātou. He tikanga mahi noa te whakamahi i te tirohanga a te API hei tuhi tauwehe i te tohutohu kua pungatia, kātahi ka whakahaerehia te whakatika i te kōrerorero.
Whakatikahia tētahi whakaahua me te kore tautohetohe ki tētahi tātari
Whakapiritia tētahi whakaahua, tuhia tētahi rerenga kōrero, whakaingoatia te mea ka noho.
Tīmata Whakatika Pānuitia ngā Tuhinga APIKa waihangahia ngā whakaahua i runga i tā mātou ake tautau GPU · kāore he mea e hangaia, e utua rānei tae noa ki tō whakaū i te kāri
Ka whakahaerehia a Shannon AI e Shannon Lab LLC, New Mexico, USA. Ko te waihanga, te whakatika me te whakakotahi whakaahua he āhuatanga taupānga-kōrerorero nō Shannon 3; ko te API /v1 ka mahi mō te kuputuhi me te tirohanga anake. Kāore he waihanga ataata i roto i te hua. Ka tango te whakatika i te whakaahua tīpuna kotahi tonu, ā, ka riro mai i a ia te ōwehenga āhua. Ka whakahaerehia te whakamahi i ngā ara whakaahua kore-ārai e te Kaupapa Here Whakamahi Haepapa.