Research Project · Strategic Framework
Artificial Intelligence and Child Cognitive Development (CFSR)
A research program and strategic framework examining the cognitive safety implications of sustained AI exposure during child development — arguing for cognitive safety as a new regulatory category and developing the evidentiary and institutional basis for its adoption.
2
Key Lectures
1
Book
3
Zenodo Records
Executive Overview
Section 01

The CFSR program investigates a specific and underexamined risk in the deployment of AI systems: the effect of sustained AI interaction on cognitive development during the years when that development is still actively occurring. The program does not argue that AI is harmful to children. It argues that a specific kind of AI interaction — one that systematically performs the cognitive work the developing mind was supposed to do — is participating in child development at a scale and intimacy that no previous technology approached, while holding none of the accountability that every other participant in child development is required to hold.

The research draws on developmental psychology, cognitive science, and the history of professional deskilling to establish a structural argument: that when the right kind of cognitive effort is absent during critical developmental periods, what fails to form is not knowledge but the capacity to form it independently. The mechanism is not content — what the AI says — but substitution: the systematic replacement of effortful cognitive construction with frictionless cognitive reception.

The decisive question is not what AI teaches children but what it does to the developmental process itself — whether sustained AI interaction during cognitive formation produces adults who think differently, think less independently, or have lost the habit of constructing understanding through effort rather than receiving it.

The program advances cognitive safety as a new regulatory category — distinct from content safety, privacy, and data protection — that addresses the structural effects of AI interaction on the developing mind. Cognitive safety asks not whether a system produces harmful outputs but whether its design systematically displaces cognitive processes that children need to practice in order to develop them. The teacher has a licence. The therapist has a qualification. The system that is simultaneously tutor, friend, counsellor, and intellectual companion to millions of children is accountable for none of it — not because this was decided, but because the question has not yet been seriously asked.

The program is currently under discussion with institutional partners. Key lectures are published in English, with a Russian-language version of the project available on its own page. Supporting research has been published on Zenodo with persistent DOIs. The associated Cognitive Age project develops a complementary framework for measuring cognitive maturity in algorithmic environments as a policy-relevant metric.

Key Lectures
Section 02
Video Lecture · English
Cognitive Safety: A New Regulatory Category for AI and Child Development
Introduces the concept of cognitive safety as a new regulatory category — distinct from content moderation and data privacy — that addresses the structural effects of AI interaction on the developing mind. Argues that existing regulatory frameworks are not equipped to evaluate whether an AI system systematically displaces the cognitive processes children need to develop.
Also available in Russian — view RU project page ↗
Video Lecture · English
Cognitive Age: Rethinking Cognitive Maturity in the Age of Intelligent Systems
Introduces the concept of cognitive age — a measure of cognitive maturity calibrated to the demands of algorithmic environments rather than chronological age alone. Argues that existing developmental milestones are structurally inadequate for assessing readiness for sustained AI interaction. Also the primary lecture for the associated Cognitive Age project.
Also available in Russian — view RU project page ↗
Books
Section 03
The Delegation of Thought — book cover
Book · English
The Delegation of Thought
Artificial intelligence and the cognitive future of civilization
Andy Kross
Zenodo Publications
Section 04
Zenodo
Selected outputs from this framework are additionally published in academic format on Zenodo, the CERN-operated open-access repository, with persistent DOIs for citation and long-term archival access.
Research Paper
Artificial Intelligence and Child Cognitive Development: From Content Safety to Cognitive Safety
DOI: 10.5281/zenodo.21211569
Research Paper
Cognitive Function Substitution Risk: A Theoretical Framework for Assessing AI's Developmental Effects on Children and Adolescents
DOI: 10.5281/zenodo.21211249
Research Paper
Cognitive Age: Observable Cognitive Independence in Human–System Interaction
DOI: 10.5281/zenodo.21210963
Intended Stakeholders
Section 05
Education Policy Ministries
Government bodies responsible for curriculum design, school technology policy, and child welfare regulation
AI Regulatory Bodies
Emerging national and supranational agencies developing AI governance frameworks — particularly those with mandates touching children and vulnerable populations
Developmental Psychology Research Centers
Academic and clinical research institutions studying cognitive development, attention, and the effects of technology on child cognition
Child Welfare Organizations
NGOs, advocacy bodies, and international organizations focused on children's rights, well-being, and developmental outcomes
EdTech Companies and Platform Developers
Organizations developing AI-powered educational tools, tutoring systems, and digital learning environments for children
Pediatric and Clinical Research Bodies
Medical and clinical research institutions studying cognitive and neurological development in children exposed to AI-mediated environments
Project History
Section 06
Stage Date Summary Documents Archive
Active 2025 — present Research program active. Key lectures published in English (Russian version has its own page). Book available. Three research papers published on Zenodo with persistent DOIs. Institutional discussions ongoing.
Under Discussion · Zenodo publications released
Videos · Book · Zenodo —