Tegrity.AITEGRITY.AI / RESEARCH-INITIATIVES · v1.1
Research Initiatives
Eight work items connect Structural Awareness research to an evolving body of Field Notes, technical papers and standards contributions.
Structural Awareness is the umbrella research architecture connecting the programme’s work on how organisations and AI-enabled systems detect divergence between their representations, operating assumptions, control structures and operational reality. Each initiative below addresses a distinct form of that divergence, and each is published as it develops through Field Notes, technical papers and — where relevant — standards contributions.
01Regime Awareness in Adaptive Systems
Detection architecture. Validation work in progress through a preliminary research review with QAVA/UV (Universitat de València); no completed validation is claimed.
02Ecosystem Awareness Architecture
System-level epistemic architecture. Public corpus and contributor work linked to ITU-T FG-TIDA on scoped epistemic state, residual indeterminacy, ecosystem change, requalification and architectural handoff.
Field Notes in this series → · Canonical architecture corpus (contributor @dakleyer) →
03The Cost of Clarity
Information economics. Field series published · Enterprise Estonia / EIS RUP proposal submitted (reference 943697), including a proposed TalTech research route; assessment and validation work remain in progress.
04Human Intelligence Debt
Information architecture. Research line · Enterprise Estonia / EIS RUP proposal submitted (reference 943697), including a proposed TalTech research route; assessment and validation work remain in progress.
05The Attribution Gap and Capability Loss
Capability theory. Foundational paper · WIPO observer-status route being formalised · framework envisaged for application in developing regions.
07AI Operational Integrity Architecture
Technical architecture. Feeds Tegrity.AI contributions to ITU-T FG-AI4SSC and FG-TIDA — see Research Contributions for the submitted documents.
08AI Integrity Management Architecture
Governance & policy. Management discussion.
Work item references are internal identifiers for cross-reference between papers, contributions and pilots; they carry no external registration. Browse all Field Notes, or read the full corpus index in Structural Awareness Program.