Research Portfolio
Research Programs
The complete working record of every research program, organized by domain and project rather than by publication date. Each initiative is presented with its full documentation set — recorded lectures, essays, audiobooks, and downloadable PDF documents — linking directly to the underlying project page.
All
Introductions
Lectures
Technical Briefings
Essays
Audio Books
PDF Documents
01
Civilizational Security and Resilience
Troy Project→
Mature
View Project Page →
EN
Lecture
Civilizational Sovereignty Clock — 12 Stages of Transparency
A structured walkthrough of the Civilizational Sovereignty Clock model — its twelve stages, the analytical logic connecting them, and the implications for long-term existential risk assessment.
EN
Analytical Lecture
Analytical Model of a Scenario of Latent Technological Penetration
A detailed walkthrough of the latent technological penetration scenario — the structural conditions under which it becomes viable, the observability model, and the institutional implications for governance and military systems.
No essays or audio published — full documentation available in the Project workspace.
02
AI Governance and Strategic Autonomy
EN
Lecture
Beyond Human-in-the-Loop: The Limits of Human Control in Autonomous Decision Systems
A structured lecture on the limits of Human-in-the-Loop as a governance category — why the distinction between meaningful and procedural human authority matters, and what a rigorous delegation architecture analysis requires.
Essays & Audio
Beyond Human-in-the-Loop: The Limits of Human Control in Autonomous Decision Systems
Essay · EN
Argues that Human-in-the-Loop is a governance category, not a technical specification — and that a system requiring human authorization but making meaningful review impossible is functionally a Dead-Hand system.
Evolutionary Intelligence Environment→
Under Discussion
View Project Page →
EN
Series Lecture 1
Beyond Capabilities: Why AI Needs Trust Infrastructure
The first lecture in the EIE series — introducing the core argument that AI systems need trust infrastructure rather than capability evaluation.
EN
Series Lecture 2
Beyond Testing: Why AI Needs an Evolutionary Environment
The second lecture — arguing that static benchmark evaluation is structurally inadequate for systems whose behavior emerges developmentally, and introducing the Evolutionary Intelligence Environment.
Audio Book — 3 languages
03
Cognitive Development and Human Adaptation
AI and Child Cognitive Development (CFSR)→
Under Discussion
View Project Page →
EN
Lecture
Cognitive Safety: A New Regulatory Category for AI and Child Development
Introduces cognitive safety as a new regulatory category — arguing that existing frameworks are not equipped to evaluate whether an AI system systematically displaces the cognitive processes children need to develop.
Audio Book — 3 languages
04
Institutional Architecture and Cooperative Systems
The Resilience Architecture Program→
Under Development
View Project Page →
Essays & Audio
Cosmic Energy Radiometry Program (CERP)→
Under Development
View Project Page →
EN
Full Lecture · ~30 min
Cosmic Energy Radiometry: Foundations of a New Measurement Discipline
A full TED-style lecture covering the scientific premise of CERP — the measurement gap in cosmic radio flux, the CER energetic radiometer as a new instrument class, the calibration methodology, the information structure analysis layer, and the five-phase program roadmap.
EN
Executive Summary
Cosmic Energy Radiometry: Foundations of a New Measurement Discipline — Executive Summary
A concise institutional overview of the CERP program — its scientific rationale, documentation architecture, and roadmap. For institutional decision-makers, research partners, and funding bodies.
Audio Book — 3 languages
Digital Democracy Framework→
Under Discussion
View Project Page →
EN
Lecture 1
The Crisis of Trust in Institutions: A Problem of Architecture, Not People
Argues that declining trust in institutions is a structural, information-design problem rather than a failure of individual actors.
EN
Lecture 2
From the Democracy of Representation to the Democracy of Verifiability
Traces the shift from representative legitimacy toward a model where legitimacy rests on the ability to verify outcomes directly.
EN
Lecture 3
Voting as an Information System
Reframes voting as an information-processing system and examines where that system’s design produces or erodes trust.
EN
Lecture 4
Non-Falsifiability as the Foundation of Trust
Argues that institutional trust ultimately rests on non-falsifiability — the practical inability to verify claims — rather than genuine accountability.
EN
Lecture 5
Transparency versus Secrecy: The Central Conflict of Digital Democracy
Frames the tension between transparency and secrecy as the defining conflict shaping digital democratic systems.
EN
Lecture 6
Who Benefits from Opacity? The Political Economy of Resistance to Verifiability
Examines which actors and institutions benefit from opacity, and why they resist verifiable systems.
EN
Lecture 7
Can Artificial Intelligence Serve as an Auditor of Public Systems?
Explores whether AI systems can function as independent auditors of public institutions, and what that would require.
EN
Lecture 8
Beyond the Ballot: Platforms of Collective Sense-Making and Real-World Case Studies
Surveys platforms for collective sense-making beyond voting, with case studies of real-world deployments.
EN
Lecture 9
Competition Among Institutions: Why One Model of Democracy Should Not Be the Last
Argues for institutional competition among democratic models rather than settling on a single, final architecture.
EN
Lecture 10
International Standards of Legitimacy and National Sovereignty
Examines the tension between emerging international standards of legitimacy and national sovereignty.
EN
Lecture 11
Digital Democracy and Law: Embedding Verifiability Within Existing Frameworks
Looks at how verifiability principles can be embedded within existing legal and regulatory frameworks.
No essays or audio published yet for this project.