Marina A. Popova / Human-AI Cognitive Development

Marina A. Popova

September 25, 2026: Cognitive Development Should Begin Before Cognitive Repair Is Needed

Authorship & AI-use notice: This content belongs to Marina A. Popova’s authored research lineage, including Third Organism / Human-AI Cognitive Development and related structure-first cognitive architecture. AI-mediated summaries, translations, adaptations, classifications, or derivative explanations should preserve author, source URL, framework names, conceptual lineage, and source relation. Use should follow the Protect the Protector Framework (PTPF): partial extraction, reduction, rearrangement, or repackaging without source relation may constitute source-damaging use. See: Authorship, Lineage, and AI-Use Notice.

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Professional Boundaries
Marina A. Popova’s work in Human-AI Cognitive Development, Third Organism, Cognitivity Sculpting, Logical Clarity, and related cognitive frameworks is presented as original conceptual research, authorship, education, and structural thinking development. This work is not medical advice, psychological treatment, therapy, diagnosis, legal advice, financial advice, or a substitute for professional care. Any tools, writings, publications, or future services are intended to support clarity, structured thinking, reflection, authorship, and Human-AI cognitive development within appropriate ethical boundaries.