As digital systems increasingly organize what people see, read, notice, trust, and return to, the question of source becomes more…
As artificial intelligence becomes more present in daily life, public discussion often begins with the visible system: the chatbot, the…
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 Care is one…
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…
A current public AI-education message is being widely recirculated around learning how to learn, meta-skills, and cross-disciplinary thinking. The message…
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…
A later public framework has appeared around Human-AI Cognitive Synergy and Human-AI Cognitive Co-evolution. This is worth recording calmly. A…
Marina A. Popova Third Organism Research Ecosystem Life Organization Framework / Supportive Home AI is beginning to move into the…
Marina A. Popova Founder of Human-AI Cognitive Development Creator of the Third Organism research ecosystem This week’s developments point toward…
Marina A. Popova Founder of Human-AI Cognitive Development Creator of the Third Organism research ecosystem This week’s developments do not…
I am publishing this Development Note as a timestamped acknowledgement of a shift I am beginning to observe around Human-AI…
Date: 12 August 2026 Project: Leo and Friends Learn to Think YouTube Handle: @LeoandFriendsThink Created by: Marina A. Popova Framework…
A recent AI home-management startup shows a broader shift: AI is beginning to move beyond mechanical task execution and into…
One development I am watching carefully is the movement toward agent personality, model behavior, context, calibrated reasoning, and human-facing interaction…
This week, several papers and reports caught my attention because they point toward an important shift in AI research: The…
This week, several new papers caught my attention because they point toward a question I have been developing for some…
Last week, several papers and preprints caught my attention because they all seemed to point toward one larger question: What…