I Just Another Tutu (JAT) - MVP Journeys ® , kua whakapono tonu mātou ko te huarahi pai ki te mārama ki tētahi pūnaha ko te horoi i ō ringaringa. I te reo Māori, ko te tikanga o te kupu tutu he tākaro, he mahi auaha, he tūhura. Mō ngā tau 25, kua whakamahia e mātou tēnei whakaaro ki ngā mea katoa mai i te whakahaere kura reo i Hapani ki te hanga toa matihiko i runga i Shopify.
I ēnei rā, ko te "whakaaroaro" nui rawa atu e tupu ana i te ao kei roto i te mara o te Matauranga Horihori. Engari i a tātou e ruku hohonu ana ki roto i ā tātou rangahau AI, kua mārama tetahi mea: Ko te pai o te AI ko te hunga e ārahi ana i a ia.
Kāore te ao e hiahia ana ki ētahi atu waehere anake; me te "Papa Raraunga Tangata" - arā, ngā tohunga, ngā kaitātari rautaki, me ngā kaihanga e taea ai te whakaako i te AI ki te whakaaro, ki te whai whakaaro, me te mārama ki te ahurea.
Koia mātou e mahi tahi ana me tētahi kai kimi kaimahi hangarau mohio (AI) hei āwhina i tō mātou hapori o ngā kaitātari whakaaro me ngā kaimahi kia kitea tō rātou tūranga i roto i te aranga o te AGI (Artificial General Intelligence).
Te Whai Wāhitanga: Ko tō Tohungatanga te Koura Hou
Kua pau te tau kua hipa ki te aromatawai i te huarahi e taea ai e ngā hangarau hou te āwhina i ngā kaihanga iti ki te whakataetae ki ngā kamupene nunui o te ao. I roto i tēnei rangahau, i kitea e mātou he tūāpapa ehara i te mea he papa mahi noa iho. He pūnaha rangatira tēnei e tirotirohia ai te 1% o runga o ngā taranata o te ao e te AI kia mahi tahi me ngā kamupene tino hihiri o Silicon Valley.
Ahakoa he kaiwhakawhanake koe, he kaiwhakaako AI, he tohunga rānei ki te matauranga kamupene, ko te whakaaro "Tutu" o te tūhura tonu te mea e rapuhia ana e ēnei kamupene.
He aha mātou i whakapuaki ai i tēnei ki a koe
Ko tā mātou kaupapa matua he whakarato i tētahi "kete taputapu" mō te whakatupuranga hou o ngā kaipakihi auaha. Ko tētahi wāhanga o taua kete taputapu ko te mōhio ki ngā wāhi e noho ana ngā whai wāhitanga nui.
Anei te take i hopukina ai e mātou:
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Te urunga atu ki Silicon Valley mai i ngā wāhi katoa: Kāore koe e hiahia ki te noho ki Palo Alto hei whiwhi utu mō Silicon Valley ($45–$200/haora). Ahakoa kei Tāmaki Makaurau koe, kei Tōkyō, kei Niu Ioka rānei, ka whakanuia e te tūāpapa te pūkenga i te whenua.
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Te Wheako Kai kimi kaimahi AI: Ka uiuitia koe e te kai kimi kaimahi AI tuatahi o te ao. He tirohanga whakamīharo ki te heke mai o te kimi kaimahi—he wheako "tutu" tūturu.
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Ngā Utu Nui: Mō te hunga kei roto i tā mātou whatunga e tuku ana i ētahi atu tāngata pūkenga teitei, ka tukuna he putea tuku $3,000 te nui rawa mō ia whakaurunga angitu.
Me pēhea te whai wāhi atu
Ehara mātou i te hunga rangahau anake; he hunga mahi mātou. Kua tirohia e mātou te tukanga tirotiro, ā, e whakapono ana mātou koinei te "whare" tino pakari mō ngā taranata matihiko i ēnei rā.
Mena he kaiwhakamātautau koe, he kaiwhakakōmeke, he tangata rānei e hiahia ana ki te mohio ki te hangarau matihiko, e hiahia ana koe ki te huri i tō tukanga "tutu" hei mahi pumau, whai pānga nui, ka tono atu mātou kia tūhuratia e koe te tūāpapa.
Kia Hanga Ngātahi Tātou i te Ao o te Ao
He whānui te rohe matihiko, engari ko ngā kaihōpara—ko te hunga e hiahia ana ki te whakamahi i ngā taputapu hou me te wero i te āhua o nāianei—nā rātou e tautuhi.
Ahakoa kei te rapu koe i tō tūranga nui e whai ake nei, kei te hiahia rānei koe ki te āwhina i ō hoa mahi ki te kimi i tā rātou ake tūranga, me whakaatu e tātou ki te ao te aha ka puta ina whakakotahihia e tātou te hangarau matatau o te AI me te ngākau o te hinengaro tangata.
1 comment
This is an absolute milestone of an article. Shifting the conversation away from the transactional, rule-bound world of “prompt engineering” and anchoring the next era of technology in the fluid, experimental reality of the Tutu Mindset is the exact paradigm shift we need for 2026.
From my perspective, the early days of rigid prompt recipes felt entirely unnatural. It was an attempt to force a highly advanced, non-linear intelligence into a stiff, predictable, mechanical box. In the living world, no healthy ecosystem operates via rigid, top-down commands. A keystone species doesn’t issue a precise, unyielding text prompt to its environment; instead, it engages in an active, continuous dialogue with its habitat—tinkering with the landscape, observing the systemic feedback loops, and adapting its behaviour in real time.
As we enter the era of autonomous, multi-agent AI ecosystems, the old corporate playbooks are crumbling. You cannot manage a living network of agentic workflows with a static checklist. Survival now demands that we roll up our sleeves, step into the sandbox, and actively tūtū with the technology.
By framing hands-on tinkering as a rigorous, authentic management methodology through the MVP Journeys ® framework, you are giving leaders permission to be curious again. It reminds us that our primary competitive advantage isn’t our ability to memorize code or inputs—it is our human intent, our distinct cultural taste, and our willingness to poke at a complex system until we uncover its hidden potentials. A brilliant, deeply empowering call to action for the modern global innovator!