A developmental roadmap for the AI era.
Childhood: Curiosity, Safety, and Early Teaming
Childhood is where humans first learn how to explore a world that responds to them. It’s a time of open curiosity, pattern‑seeking, and relationship‑building. In an AI‑shaped environment, children now grow up with systems that talk back, adapt, and learn alongside them. What they need most is guidance, boundaries, and warm human presence so that AI becomes a supportive environment, not a substitute for connection.
Adolescence: Identity, Autonomy, and Boundaries
Adolescence is the developmental stage where humans begin to ask: Who am I, and who am I becoming? AI accelerates access to information, comparison, and influence — which means young people need stronger internal anchors, clearer boundaries, and trusted adults who can help them navigate complexity. This is the stage where humans learn to differentiate themselves from the systems around them while still staying connected.
Adulthood: Contribution, Collaboration, and Meaning
Adulthood is where humans step into purpose, responsibility, and contribution. AI expands what adults can do — but it also challenges them to clarify what only humans bring: judgment, ethics, lived experience, care, and meaning‑making. This is the stage where humans learn to collaborate with AI as a partner, not a competitor, and to build teams that are more capable than any individual.
Interdependence: Humans and AI as Partners in Shared Futures
Interdependence is the developmental stage beyond independence — the one where humans recognize that we grow through each other, not apart. In this stage, AI becomes part of the team: a contributor with different strengths, different limitations, and different ways of processing the world. Interdependence is not about replacing humans or elevating AI. It’s about creating new capacities together — capacities that neither could achieve alone.
About Dr. Janice
Dr. Janice Presser is a developmental theorist, systems scientist, relationship ontologist, and writer whose work explores how people grow, connect, and adapt across the lifespan. After beginning her career as a social caseworker in New York City, she taught childbirth classes, counseled breastfeeding mothers, and wrote bestselling trade books on child and family development for Rodale, Ballantine, Knopf, and Doubleday, with combined sales of nearly 250,000 copies. She later earned a PhD in Systems and Development and became a family therapist. When traditional psychology failed to answer the questions she was asking, she developed the ontology for Teaming Science and created the KnowMe interaction engine. She first shared the ideas behind interdependence in a 2014 TEDx talk exploring how human interaction develops. More recently, she expanded that work to examine how human development may evolve alongside artificial intelligence. After decades spent listening to how people make meaning of their lives and realizing that truth is often too strange to write directly, she turned to fiction. She does not believe in retirement and is an active member of the Constellation Research community.