Chiefs of Ontario commissioned paper — First Nations and Artificial Intelligence (Dr. Benjamin Wald, 2024) — substantive Canadian First Nations AI policy paper
Canada (Ontario-anchored; First Nations national scope)
Chiefs of Ontario commissioned paper — First Nations and AI
Dr. Benjamin Wald (2024). First Nations and Artificial Intelligence. Chiefs of Ontario commissioned paper, funded by Ontario Ministry of Health. The most substantive Canadian First Nations AI policy paper identified in primary-source search.
What this paper is
The commissioned paper explicitly engages OCAP® and CARE Principles and identifies OCAP application gaps for AI training data and generative AI outputs. It also references the AFN submission to the INDU committee on Bill C-27 (October 2023) which criticised AIDA for lacking independent enforcement and for being “overly individualistic, excluding any protection from community harms.”
Why this paper matters
Substantively important Canadian critical voice on First Nations + AI. Distinct from:
- FNIGC standalone statements — none surfaced.
- Ruder-Wittman agrifood data-governance papers — data-justice framing but not First Nations-specific.
- Tu 2025 Policy Options IRPP piece — substantive AI+IDSov critique; complementary to Wald 2024.
Substantive contribution
- OCAP application gaps for AI training data — operational question of how OCAP applies to the data used to train AI models.
- Generative AI output data sovereignty — operational question of who controls outputs of generative AI trained on Indigenous data.
- AIDA critique — Bill C-27’s AIDA framework is critiqued as “overly individualistic, excluding any protection from community harms.”
Why this matters for talks
For archetype 05 (critical-lens Indigenous sovereignty): Wald 2024 is the substantive Canadian critical voice for First Nations + AI. The talk-ready claim: “Dr. Benjamin Wald (2024), commissioned by Chiefs of Ontario and funded by Ontario Ministry of Health, is the most substantive Canadian First Nations AI policy paper. It explicitly engages OCAP/CARE and identifies OCAP application gaps for AI training data and generative AI outputs. AFN’s October 2023 submission to the INDU committee on Bill C-27 critiqued AIDA as overly individualistic, excluding any protection from community harms.”
For archetype 02 (data-sovereignty Canadian): Wald 2024 articulates the substantive Canadian operational question — how OCAP applies to AI training data and generative AI outputs — that no other Canadian institutional voice has surfaced.
Substantive contested claims surfaced
- C-300 (new): “Canadian First Nations AI policy is well-developed.” Counter: Wald 2024 + Tu 2025 are the only substantive Canadian First Nations AI policy papers surfaced. FNIGC has no standalone statement on AI. Structural gap.
Freshness and source provenance
- last-verified: 2026-07
- sources:
- chiefs-of-ontario.org/wp-content/uploads/2024/05/2024_08_16_RP_First_Nations_and-_AI_Paper_BW_final_Ack.pdf (Wald 2024 First Nations and Artificial Intelligence commissioned paper)