Marina A. Popova Founder, Human-AI Cognitive Development / Third Organism Artificial intelligence is moving beyond the model of a system…
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 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…
A recent public discussion by MIT researcher Phillip Isola describes the possibility of large AI models being used as robot-use…
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…
The Origin of a New Conceptual Field Through Cognitivity Sculpting and Third Organism Human-AI Cognitive Development was founded by Marina…