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Ignite. Adapting In the Age of AI: A review and kōrero with Dr Deidre Brown

February 2, 2026
in Architecture
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The panel was requested, “What are the issues and limitations for AI to ship its full potential?” The query was aimed toward teasing aside regulation (and the shortage thereof) in Aotearoa. The dialogue acknowledged the necessity for a nuanced strategy to fascinated with regulation that would not merely be a ‘one-for-one adoption from abroad considering’. As Dobson famous, that is significantly vital, given Te Tiriti o Waitangi and the cultural variety of our inhabitants.

For instance, as Brown and I might later talk about, additional consideration can be required of Waitangi Tribunal instances resembling Wai 262, which addresses cultural Mental Property. Wai 262 and Te Tiriti would compel regulation to have a rigorous and significant view on the potential impacts, dangers and challenges concerning AI and taonga Māori.

As we all know, AI scrapes the web to generate its imagery, usually with out contemplating mental or cultural property, the fabric’s context, historical past or whakapapa. This automated extraction poses a direct menace to the very idea of kaitiakitanga.

Naturally, the dialog switched to the considerations about potential ramifications of AI on the job market and workforce, elevating the ‘AI versus Human’ dialogue.

Jindal spoke concerning the methods through which the job market values ‘T-shaped staff’: “these with deep information in a single space, however broad information throughout a number of issues”. This emphasises that nice staff can join throughout disciplines, lead with empathy and curiosity, and possess the knowledge of “when to lean in and when to let go”, successfully constructing bridges throughout roles and sectors. Thus, it describes the ‘human worth’ nonetheless dropped at the job market and reinforces crucial considering as an indicator of humanity.

Brown strengthened this angle by means of what she is witnessing throughout the Structure Faculty and the broader career. She famous AI’s competency as a instrument that extends (and accelerates) the effectivity of computational duties resembling rendering or creating shifting visualisations. Conversely, AI is, presently, struggling to supply working drawings from these visualisations and is actually unable to carry out the advanced process of spatial rationalisation.

Equally, iwi organisations are actually utilizing generative AI to articulate early visible aspirations, earlier than the formal engagement of an architect. But, what AI can’t do is carry out what Jindal described earlier: to suppose throughout sector boundaries and join the dots. That is the heavy, multifaceted process of the architect, properly past the visualisations the general public usually expects: managing compliance, authorized/regulatory frameworks, aesthetic concerns, socio-political impacts, cultural tasks, historic context, materiality and regenerative design.

Brown additionally described how the rising digital divide, and a rising expertise hole, is doubtlessly additional exacerbating accessibility points. A divide is rising not simply between these with entry to (and the funds to entry) the ‘proper’ instruments however, equally, between these ready to embrace AI’s potential and those that select not to.

Ka mua, ka muri.

In our kōrero after the panel, Brown and I mentioned a few of the notable gaps within the occasion’s dialog. The primary was an entire lack of engagement concerning the environmental and ecological influence (each potential and precise) of those instruments. A easy search will spell out Google’s personal plans to construct three nuclear reactors devoted to the vitality required to energy its AI knowledge centres, or the essential value of recent water required to run a search on ChatGPT. The ecological footprint of AI is an enormous barrier to its moral implementation.

The second key level was that this complete kōrero centered on a basic must outline what it means to be human, enabling us to outline the position of Synthetic Intelligence clearly, in relation to that humanity. This homed in on Bloomfield’s keynote, which introduced again the acquainted assertion to ‘be variety’ as one of many many pou within the floor for human contribution to the creation of information, intelligence and connection.

What our wānanga in the end circled again to was this: AI is right here and, if we, as a career and as Māori, attempt to ignore its presence, it might simply turn into one other instrument of colonisation. So, how, then, can a lens of whakapapa and tikanga be robustly utilized to AI? How does this match into the Māori digital sovereignty house? If we will design our personal platforms from the bottom up — with the whenua, our whakapapa and our pūrākau firmly in place — what would that do to the instrument, its energy and our collective chance?



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