Marina A. Popova Founder, Human-AI Cognitive Development / Third Organism As artificial intelligence becomes increasingly embedded in writing, education, professional…
Marina A. Popova Founder, Human-AI Cognitive Development / Third Organism Artificial intelligence is moving beyond the model of a system…
During Week 39, the central developmental question became increasingly visible: What exactly is developing? The artificial system? The Human-AI workflow?…
A recent paper deserves careful attention within the emerging landscape of Human-AI cognition. In The Dynamic Organization of Sustained Human-AI…
A broader transition is becoming increasingly visible in the development of mainstream AI platforms. Artificial intelligence has been used for…
Development Note Marina A. Popova Founder, Human-AI Cognitive Development Third Organism AI tutoring is changing. Earlier AI assistance was often…
Today I placed a public working-title record for my second book: MAP Intellectual Frameworks: Foundations of Structure-First Cognitive Development This…
On September 19, 2026, I submitted an inquiry through the European Union’s Europe Direct service proposing sponsorship or appropriate institutional…
For several years, much of the public conversation around artificial intelligence has concentrated on capability. Can AI answer? Can AI…
Marina A. Popova Founder, Human-AI Cognitive Development Third Organism Initiative Artificial intelligence systems increasingly preserve some form of human participation.
A new phrase has appeared in recent Human-AI research: “joint cognitive development.” In Organizing Intelligence Over Time: Human-AI Collaboration as…
Human-AI Cognitive Development is needed because the AI era is not only a question of what artificial intelligence can do.
A society usually pays attention to cognition after something has already weakened. A student cannot concentrate. A child cannot reason…
A new educational category is becoming increasingly visible. Schools, academies, fellowships, skills platforms, founder programs, and technology-backed learning environments are…
Artificial intelligence is becoming increasingly capable. It can reason across larger contexts, retrieve information, generate code, coordinate tools, interpret multimodal…
A visible educational direction is beginning to emerge across the AI ecosystem. Alongside the continuing emphasis on model capability, agents,…
Structure is not new. Reasoning is not new. Education is not new. Metacognition, critical thinking, cognitive scaffolding, human-computer interaction, and…
Recent discussion around smaller, faster, task-focused artificial intelligence systems raises an important distinction: A specialized system may be entirely sufficient…
Some people think more easily when information is contained. Some people think more easily when information is visible. This Cognitivity…
A human may open an AI app while feeling upset, overwhelmed, hurt, afraid, or confused. In that moment, the person…
This Development Note records a third boundary around AI orchestration, agent management, and agent capability development. AI orchestration may develop…
This Development Note records a second boundary around agent systems: Owning agent intelligence is not Human-AI cognitive co-evolution. A person,…
This Development Note records a boundary between agent intelligence and Human-AI Cognitive Development. Agent intelligence may be useful. Agent systems…
On September 14, 2026, Marina A. Popova published the Ocean-Lake Framework: Capacity Boundaries, Cognitive Wall, and Third Organism Formation in…
This note does not assert copying, intent, or derivation. It records a chronology and terminology boundary. A current reviewed version…
This week’s research signal is clear: The conversation around AI is moving beyond capability alone. Several new publications and institutional…
This Development Note records a boundary distinction between Neurofuturism and Human-AI Cognitive Development. The purpose of this note is not…
On September 12, 2026, Marina A. Popova prepared the first public workshop doorway for Human-AI Cognitive Development through the planned…
A visible public pattern has recently appeared around high-volume AI-assisted publishing, recursive newsletter systems, and broad architectural categories such as…
Structural Closure, Origin Protection, and Authorship Continuity in Human-AI Cognitive Development This Development Note records why Marina A. Popova introduced…
A recent public discussion by MIT researcher Phillip Isola describes the possibility of large AI models being used as robot-use…
This Development Note records a structural question for the AI era. If structure-first intelligence was already understood, why were pattern-first…
In September 2026, several public developments around digital duty of care, AI-mediated care, algorithmic choice, companion AI, sycophancy, and advanced…
Development Note Marina A. Popova Founder of Human-AI Cognitive Development Creator of the Third Organism research ecosystem Australia has released…
This note records a later public development in the surrounding field of AI education, children’s cognition, and Human-AI learning. On…
Marina A. Popova Founder of Human-AI Cognitive Development Creator of the Third Organism research ecosystem This week’s developments show a…
This note records a formal post-publication review concern. On September 2, 2026, I submitted a publication-ethics request to MDPI regarding…
The Origin of a New Conceptual Field Through Cognitivity Sculpting and Third Organism Human-AI Cognitive Development was founded by Marina…