Tegrity.AITEGRITY.AI / RESEARCH-INITIATIVES · v1.0
Research Initiatives
Seven 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. Technology developed · validation in progress with QAVA/UV (Universitat de València).
02The Cost of Clarity
Information economics. Field series published · TalTech-supported RUP proposal submitted to Enterprise Estonia / EIS · reference 943697.
03Human Intelligence Debt
Information architecture. Research line · TalTech-supported RUP proposal submitted to Enterprise Estonia / EIS · reference 943697.
04The Attribution Gap and Capability Loss
Capability theory. Foundational paper · WIPO observer-status route being formalised · framework envisaged for application in developing regions.
06AI Operational Integrity Architecture
Technical architecture. Feeds Tegrity.AI contributions to ITU-T FG-AI4SSC and FG-TIDA — see Research Contributions for the submitted documents.
07AI 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.