Certification

NI + AI™ Certified Edition

91.1 / 100

NI + AI™ Framework v2.0 · Gates A1 B1 B3 D3 E3

Certification attests to this teaching resource. It is not a certification of any tool listed within it.

Six dimensions

Dim	Domain	Weight	Raw	Weighted Score
A	NI Primacy & Human Agency	25%	19 / 21	22.6
B	AI as Tool — Accurate Framing	20%	20 / 21	19.0
C	21st Century Wisdom Integration	20%	16 / 18	17.8
D	Equity, Access & Cultural Dignity	15%	16 / 18	13.3
E	Audience & Developmental Fit	10%	10 / 12	8.3
F	Ecosystem Brand Alignment	10%	12 / 12	10.0
	COMPOSITE SCORE	100%		91.1 / 100 — CERTIFIED: EXEMPLARY

Gate	Criterion	Score	Evidence of Record
Gate 1	A1 — Human Brain as Primary Agent	3	The governing equation, the tier system, and the verification protocol place human judgment above every listed capability in the front matter and in all 25 category paragraphs.
Gate 2	B1 — AI Framed as Helper, Not Master	3	No system in this edition is described as knowing, understanding, deciding, or advising. The caveats section states explicitly that no entry is an oracle, a mind, a colleague, or a friend.
Gate 3	B3 — Hallucination & Error Risk Addressed	3	Structural error is named in the caveats, in the verification protocol, and in the category paragraphs for search and research, writing, legal, healthcare, and translation.
Gate 4	D3 — Cultural Representation & Dignity	3	The access-pathways and language-equity sections treat low-resource and Global South contexts as design conditions with agency, not as deficits; no rescue or pity framing appears.
Gate 5	E3 — Child & Family-Safe Content	3	Every section is suitable for classroom, library, and family settings; the education category and Appendix B set explicit protections for minors.

Certification attests to this teaching resource. It is not a certification of any tool listed within it.