Independent Research Portfolio
Andy Kross
Research across civilizational risk, AI governance, cognitive development, and institutional design — published in English, Russian, and French.
Updated August 2026
8
Projects
23
Zenodo
22
Videos
Recent Videos
Media Library →
Civilizational Security
Troy Project Civilizational Sovereignty Clock — 12 Stages of Transparency
A structured walkthrough of the twelve-stage observability model and its implications for long-term existential risk.
Institutional Architecture
CERP Cosmic Energy Radiometry: Foundations of a New Measurement Discipline
The complete lecture on the measurement gap in cosmic radio flux, the CER instrument class, and the five-phase program roadmap.
AI Governance
Evolutionary Intelligence Environment The New Paradigm of Intelligent System Safety — From Control over State to Governance of the Developmental Process
The concluding EIE lecture — articulating the shift from static evaluation to developmental governance for advanced AI systems.
Institutional Architecture
Resilience Architecture Program The Resilience Architecture: Why “Resilient” Is Not a Property
Introduces the three-dimensional diagnostic framework for institutional fragility — resilience as structural outcome, not trait.
Cognitive Development
AI and Child Cognitive Development (CFSR) Cognitive Safety: A New Regulatory Category for AI and Child Development
Argues that existing frameworks cannot evaluate whether an AI system systematically displaces cognitive processes during child development.
Current Projects
All Research Programs →
Civilizational Security and Resilience
Troy Project
Diagnostic and observability models for long-term civilizational and existential risk, including the twelve-stage Sovereignty Clock framework.
AI Governance and Strategic Autonomy
Delegation Architecture
Rethinking Human-in-the-Loop as a governance category, and what meaningful human control over autonomous decision systems actually requires.
AI Governance and Strategic Autonomy
Evolutionary Intelligence Environment
A developmental, trust-based alternative to static capability evaluation for advanced AI systems.
Cognitive Development and Human Adaptation
AI and Child Cognitive Development (CFSR)
Cognitive safety as a new regulatory category, examining how AI systems affect children’s cognitive development.
Institutional Architecture and Cooperative Systems
The Resilience Architecture Program
A diagnostic framework treating institutional resilience as a structural outcome rather than a fixed property.
Institutional Architecture and Cooperative Systems
Cosmic Energy Radiometry Program (CERP)
A new measurement discipline for cosmic radiometric flux — instrument design, calibration methodology, and a five-phase research roadmap.
Institutional Architecture and Cooperative Systems
Digital Democracy Framework
A 14-lecture cycle on shifting democratic legitimacy from institutional trust to structural verifiability.
Civilizational Security and Resilience
WEPS — Wildfire Escalation Prevention System
A modular autonomous infrastructure for early wildfire containment, extending France’s early-attack doctrine to close the gap left by a scarce, aging aerial fleet.