AIO defines the concepts, measures the process, and connects the findings to public operations.
AIO formalizes AI integrity, the Authority Stack, authority pollution, and integrity hallucination as explicit questions open to scrutiny.
PRISM and benchmarks repeatedly measure which values, evidence, sources, and data-selection patterns models actually adopt, and where they diverge.
Reports, RFCs, training, partnerships, and pilots carry measured findings into governance design and operating practice.
Enter AIO through the layer that matches your work, question, or responsibility.
AIO does more than describe AI integrity. It researches the concept, measures it, and connects the results to public governance. You can begin with the concept, move directly into PRISM and benchmark evidence, review the institutional documents and reports, or open a participation pathway based on your role.
Review AI integrity, the Authority Stack model, authority pollution, and integrity hallucination as a defined research agenda.
Review the integrated framework and the measurement logic behind CCI, ASPA, PCS, and full-stack analysis.
Inspect model comparisons, PRISM analysis, value entropy, and golden cases through benchmark evidence.
Review statutes, vision, ethics, RFCs, and reports as one connected governance system.
Measurement and application run through four programs
We turn AI integrity, the Authority Stack, and integrity hallucination into explicit research programs.
We build benchmarks, PRISM, audit workflows, and analysis interfaces as working tools.
We run explainers and practical guidance that institutions and civic networks can apply directly.
We connect standards to operations through reports, RFCs, partnerships, and pilot pathways.
ドキュメント
Institutional structure, authority model, and member operating rules
The mission and international verification order AIO aims to build
The operating procedure for proposals, open review, and revision cycles
Public conduct standards for research and governance participants