docs: Update Potaua email draft — add contact details and introducer name
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@ -114,7 +114,7 @@ Balcairn, North Canterbury
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## 4. Potaua Biasiny-Tule — Digital Natives Academy / UNESCO HILEG-ELT
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**To:** [via introduction — confirm address]
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**To:** potaua@internetnz.net.nz
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**Subject:** Request for critical review — Taonga-Centred Steering Governance (STO-RES-0010)
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---
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@ -123,7 +123,7 @@ Tēnā koe Potaua,
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My name is John Stroh. I am a retired technologist based in North Canterbury, working on a small research programme concerned with sovereign AI deployment for communities in Aotearoa, documented at agenticgovernance.digital.
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I am writing to you — via [introducer's name]'s kind introduction — because we have produced a draft paper that attempts to address architecturally what you have been advocating for publicly: that tikanga should shape how AI operates for and with Māori. The paper, "Taonga-Centred Steering Governance: Polycentric Authority for Sovereign Small Language Models," proposes a governance architecture in which steering vectors — the mathematical instruments used to adjust language model behaviour at inference time — are governed polycentrically, with iwi and community authorities operating as co-equal peers to the platform operator rather than as downstream consumers of its corrections.
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I am writing to you — on the basis of TeRata Kikairo's recommendation— because we have produced a draft paper that attempts to address architecturally what you have been advocating for publicly: that tikanga should shape how AI operates for and with Māori. The paper, "Taonga-Centred Steering Governance: Polycentric Authority for Sovereign Small Language Models," proposes a governance architecture in which steering vectors — the mathematical instruments used to adjust language model behaviour at inference time — are governed polycentrically, with iwi and community authorities operating as co-equal peers to the platform operator rather than as downstream consumers of its corrections.
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The central argument is that some domains of cultural knowledge are structurally outside the platform operator's authority to define or correct. Your work on UNESCO's High-Level Expert Lead Group on the Governance of Ecosystem-Level Transformation in AI addresses this at the ecosystem level — the question of how AI governance structures should accommodate, rather than subordinate, indigenous authority. Our paper arrives at a similar question from a different direction: what does a technical architecture look like that actually implements polycentric authority at the inference layer?
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@ -146,6 +146,13 @@ I recognise that your commitments are substantial and that unsolicited requests
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Ngā mihi nui,
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John Stroh
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agenticgovernance.digital
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Balcairn, North Canterbury
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My Digital Sovereignty Ltd
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M +64272418020
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Research Website: https://agenticgovernance.digital
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Commercial Website: https://mysovereignty.digital
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