He aha te AI Arbitrage? Te Pono kei Muri i te Kupu Pākiki

Te whakatau tata a te AI - āe, koia te kupu e puta tonu ana i roto i ngā panui, i ngā papa tuku kōrero, me aua miro LinkedIn whakahihi. Engari he aha rawa te mea nei? Tangohia atu ngā mea koretake, ā, ka kite koe he mea nui ki te kimi i ngā wāhi ka taea e te AI te uru mai, te whakaiti i ngā utu, te tere ake i ngā mea, te whakaputa uara rānei i te tere ake i te tikanga tawhito. Pērā i ngā momo whakatau tata katoa, ko te kaupapa matua ko te hopu wawe i ngā ngoikoretanga, i mua i te puranga mai o te kahui. Ā, ki te tika tēnā? Ka nui te āputa - ka huri i ngā hāora hei meneti, he tawhē i puta mai i te tere me te tauine anake [1].

Ko tā ētahi he hokohoko anō i te AI. Ko tā ētahi he whakatikatika i ngā pūkenga tangata mā te whakamahi i te kaha mīhini. Ā, he pono, i ētahi wā he mea tuku noa iho ngā whakairoiro Canva me ngā taitara AI, ā, he mea whakahou ingoa hei "pūnaha tīmatanga". Engari ki te tika te mahi? Kāore he whakanui - ka rerekē te kēmu.

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

🔗 Ko wai te matua o AI
Te tūhura i te paionia e kiia nei ko ia te matua pono o te AI.

🔗 He aha te LLM i roto i te AI
He whakamārama mārama o ngā tauira reo nui me ō rātou pānga.

🔗 He aha te whakatau i roto i te AI
Te mārama ki te whakatauira AI me te pēhea e whakaputa ai i ngā matapae.

🔗 Ko tēhea AI te mea pai rawa atu mō te waehere
Arotake i ngā kaiawhina waehere AI pai rawa atu mō ngā kaiwhakawhanake.

He aha te mea e pai ai te AI Arbitrage? 🎯

Poma pono: kāore e tika ana kia whakanuia ngā kaupapa whakatau-ā-ringa AI katoa. Ko ngā mea kaha e tutuki ana i ētahi o ngā whakaritenga:

• Tauine - Ka mahi i tua atu i te kaupapa kotahi; ka tauine tahi me koe.

• Ngā penapena wā tūturu - Ka ngaro ngā hāora, tae noa ki ngā rā, i ngā rerenga mahi.

• Kāore e ōrite te utu - Hokona te putanga AI i te utu iti, hokona anō ki te mākete e aro nui ana ki te tere, ki te pai rānei.

• He iti te utu whakauru - Kāore e hiahiatia he tohu PhD mō te ako mīhini. Ka ea he pona, he ipurangi, me te auahatanga.

I te ngako o te kaupapa, ka tupu te mahi whakatau-ā-ture i runga i te uara kāore i te arohia. Ā, kia pono tātou - kei te whakaiti tonu i te whai huatanga o te AI i roto i ngā momo mahi katoa.

Ripanga Whakataurite: Ngā Momo Whakataurite AI 💡

Kia kite koe kāore ngā whakaahuatanga i te "tino ātaahua"? He mea āta whakaarohia tēnā. He pōrearea te whakatau tautohe i roto i te mahi.

He mea nui tonu te āhuatanga tangata 🤝

Kia tika tā tātou kōrero: Te whakatau a te AI ≠ pēhi i te pātene, miriona inamata. Ka uru puku mai he paparanga tangata ki tētahi wāhi - te whakatika, te tirotiro horopaki, ngā karanga matatika. E mōhio ana ngā kaitākaro matua ki tēnei. Ka whakakotahi rātou i te pai o te mīhini me te whakaaro tangata. Whakaarohia te huri whare: Ka taea e te AI te whakahaere i te whakahoro me te pani peita ki te pakitara, ae - engari ko ngā paipa, ko ngā hiko, me aua keehi kokonga rerekē? Me whai kanohi tangata tonu koe.

Tohutohu ngaio: ngā ārai mama - ngā aratohu momo, ngā "mea me mahi me ngā mea kaua e mahi," me te whai i tētahi atu huarahi mai i tētahi tangata tūturu - ka whakaiti i te nui o ngā para e puta mai ana i tā te nuinga o te tangata e tumanako nei [4].

Ngā momo reka o te AI Arbitrage 🍦

• Whakataurite Wā - Te tango i tētahi mahi 10-hāora te roa, te whakaiti ki te 1 mā te whakamahi i te AI, kātahi ka utua mō te "ratonga tere".

• Whakataurite Pūkenga - Te whakamahi i te AI hei hoa puku māu i roto i te hoahoa, te waehere, te tārua rānei - ahakoa ehara koe i te tohunga.

• Whakataurite Mātauranga - Te tākai i ngā mea kua akohia e koe mō te AI ki roto i ngā mahi tohutohu, i ngā awheawhe rānei mā te hunga pukumahi rawa, kāore e taea te whakatau i te take.

He āwangawanga anō tō ia momo. Ka pōuri ngā kiritaki i ētahi wā ina āhua tino rawa AI. Ā, i ngā wāhanga pēnei i te whakamāori, ko te rerekētanga te mea nui - me whakatika e te tangata te mahi ina hiahiatia te kounga kia rite ki te mahi tangata katoa [3].

Ngā Tauira o te Ao Tūturu 🌍

• ngā tari i ngā tuhinga SEO me ngā tauira, kātahi ka tāpirihia he rautaki tangata, he whakarāpopototanga, me ngā hononga i mua i te tuku.

• Ka tuhi aunoa ngā kaihoko Ecom

• Ko ngā tīma kimi kaimahi me ngā tīma tautoko e whakawhirinaki ana ki te AI hei tirotiro i mua i ngā CV, hei whakahaere rānei i ngā tīkiti taketake - e ai ki ngā rangahau, tata ki te 14% te pikinga o te hua i te ao tūturu [2].

Ko te mea tino pai? Ko te nuinga o ngā toa kāore e kī ana kei te whakamahi rātou i te AI. He tere ake, he kikokore ake hoki tā rātou mahi.

Ngā Tūponotanga me ngā Mahanga ⚠️

• Ngā panonitanga kounga - Ka taea e te AI te koretake, te whakaaro pōhēhē, te hē rānei. Ehara ngā "whakaaro pōhēhē" i te kata. Kāore e taea te whiriwhiri i te arotake tangata me te tirotiro i ngā meka [4].

• Whakawhirinaki nui rawa - Mena he akiaki mohio noa iho tō "painga", ka taea e ngā kaiwhakataetae (e te tūāpapa AI rānei) te hinga i a koe.

• Ngā Tikanga Matatika me te Whakatutukitanga - Te tāruarua koretake, ngā kereme tinihanga, te kore whakaatu aunoa rānei? Ngā kaipatu whakawhirinaki. I roto i te EU, ehara i te mea whiriwhiri te whakaatu - e hiahiatia ana tēnei e te Ture AI i ētahi wā [5].

• Ngā mōrearea o te tūāpapa - Mena ka huri te utu o tētahi taputapu AI, ka tapahi rānei i te urunga ki te API, ka pakaru pea tō pāngarau hua i roto i te pō kotahi.

Akoranga: he mea nui te wā. Kia wawe, kia urutau i ngā wā katoa, kaua hoki e hanga whare rangatira ki runga i te onepū.

Me pēhea te mōhio mēnā he pono tō whakaaro mō te whakatau ā-AI (ehara i te mea noa) 🧪

He tauira whakatau tika:

1. Tūāpapa tuatahi - Aroturuki i te utu, te kounga, me te wā puta noa i ngā tauira 10–20.

2. Whakamātautau me te AI + SOP - Whakahaerehia ngā tūemi ōrite, engari me ngā tauira, ngā tohuāki, me te QA tangata i roto i te huringa.

3. Whakatauritea te aporo ki te aporo - Ki te tapahia e koe te wā huringa kia haurua , ā, ka tutuki i te pae, kua eke koe ki tētahi mea. Ki te kore, whakatikahia te tukanga.

4. Whakamātautau-taumahatanga - Tāpirihia mēnā he rerekē. Mēnā ka hinga te putanga, tāpirihia he tiki, he tauira, he paparanga arotake anō rānei.

5. Tirohia ngā ture - Ina koa i roto i te EU, me mārama pea ("he kaiawhina AI tēnei"), me tapanga rānei mō ngā ihirangi hangai [5].

Te Anamata o te Whakataurite AI 🔮

Ko te āhua whakahē? Ka pai ake te AI, ka iti ake te āputa whakatau. Ko te mea e ahua nei he mahi whai hua i tēnei rā, tera pea ka tukuna noa āpōpō (kia mahara koe ki te wā i nui ai te utu o te tuhi?). Heoi anō, kāore ngā whai wāhitanga huna e ngaro - ka neke haere. Ngā rerenga mahi motuhake, ngā raraunga pōrearea, ngā rohe motuhake, ngā ahumahi whakawhirinaki nui… he piripono ake ēnā. Ko te kēmu roa ehara i te AI vs. te tangata - engari ko te AI e whakanui ana i te tangata, me ngā pikinga hua kua tuhia kētia i roto i ngā tīma o te ao tūturu [1][2].

Nā, he aha te AI Arbitrage? 💭

Ina tangohia e koe, ka hopukina noa e te AI arbitrage ngā taupatupatu uara. Ka hoko koe i te "wā" iti, ka hoko koe i ngā "hua" utu nui. He mea mohio, ehara i te mea makutu. Ko ētahi e whakanui ana he rapunga koura, ko ētahi e whakahē ana he tinihanga. He pono? Kei waenganui pōrearea, hoha.

Ko te huarahi pai ki te ako? Whakamātauria māu anō. Whakaaunoatia tētahi mahi hoha, tirohia mēnā ka utua e tētahi atu te ara poto. Koinā te whakatau-ā-ringa - he marino, he uaua, he whai hua.

Ngā Tohutoro

1. McKinsey & Company — Te pūmanawa ōhanga o te AI whakaputa uri: Te rohe whakaputa hua e whai ake nei. Hononga

2. Brynjolfsson, Li, Raymond — Te Mahi a te AI Whakaputa. Pepa Mahi NBER Nama 31161. Hononga

3. ISO 18587:2017 — Ratonga Whakamāori — Whakatika-muri i te putanga whakamāori mīhini — Ngā Whakaritenga. Hononga

4. Stanford HAI — AI Index Report 2024. Hononga

5. Te Komihana o Ūropi — Anga whakahaere mō te AI (Ture AI). Hononga

Kimihia te AI Hou i te Toa Kaiāwhina AI Whaimana

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