COGNREXA KNOWLEDGE
Knowledge Without Boundaries
Knowledge is the foundation of research, innovation and institutional progress. Cognrexa’s Knowledge ecosystem organises research findings, preserves institutional information, supports interdisciplinary collaboration and facilitates access to approved scientific, technological and professional resources.
KNOWLEDGE ARCHITECTURE
Discovery connected to evidence.
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POPULAR RESEARCH DOMAINS
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Artificial Intelligence1 public research recordsConsciousness Engineering1 public research recordsGovernance & Policy Research1 public research recordsSustainability1 public research recordsBiotechnology0 public research recordsClimate Research0 public research recordsComputational Science0 public research recordsEconomics0 public research records
LATEST APPROVED RECORDS
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Knowledge
What Explainability Actually Requires in Public-Sector AI
A plain-language look at what "explainable AI" needs to mean when the decisions affect real people.
View authorised record →KnowledgeA Primer on Regulatory Sandboxes for AI
How regulatory sandboxes work, and why they matter for responsible AI oversight.
View authorised record →PublicationExplainability Requirements for Public-Sector AI: A Framework
We propose a tiered framework for explainability requirements in public-sector AI deployments, calibrated to decision stakes and affected-population size.
View authorised record →PublicationCoastal Infrastructure Under Sea-Level Rise: A Modelling Approach
A computational modelling approach to assessing coastal infrastructure resilience under projected sea-level rise scenarios through 2075.
View authorised record →PublicationAnnual Research Report 2025
A summary of research activity, publications and outcomes across all Cognrexa divisions for the 2025 calendar year.
View authorised record →PublicationWorking Paper: Regulatory Sandboxes for AI Oversight
A working paper surveying regulatory sandbox models for AI oversight across five jurisdictions, with recommendations for a Cognrexa-supported pilot.
View authorised record →ResearchResponsible Decision Support in Public AI Systems
This project examines frameworks for deploying AI-based decision support in public sector settings, focusing on explainability, auditability and bias mitigation across the decision
View authorised record →ResearchClimate-Resilient Infrastructure Modelling
Computational modelling of infrastructure resilience under long-term climate stress scenarios, with application to coastal and urban planning in South Asia.
View authorised record →ResearchGovernance Models for Multi-Stakeholder AI Oversight
A comparative study of governance structures for AI oversight bodies, drawing on case studies from regulatory sandboxes in multiple jurisdictions.
View authorised record →ResearchFormal Models of Machine Self-Representation
Exploratory research into formal computational models of self-representation in artificial systems, and their implications for interpretability research.
View authorised record →SHARED REPOSITORY LAYER
Submission → Classification → Review → Approval → Repository → Indexing → Search → Discovery
Research, Governance and Cognrexa AI connect through shared metadata without weakening confidentiality or duplicating records.