Development Note Marina A. Popova Founder, Human-AI Cognitive Development Third Organism AI tutoring is changing. Earlier AI assistance was often…
On September 19, 2026, I submitted an inquiry through the European Union’s Europe Direct service proposing sponsorship or appropriate institutional…
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…