From Computer Literacy to AI Literacy: A 40-Year Journey — And the Child We Left Behind

Mother Child Computer Literacy

A five-year-old asked a smart device a question. The answer was wrong. He asked again. Wrong again. He turned to his mother, confused. He had never been taught that a machine could be mistaken. We have spent four decades teaching children to use technology. We have not spent enough time teaching them to understand it. And the youngest children are the ones most left behind.

Your Child’s Prime Years Are Happening Now — And AI Is Already In Them

Mother thinking about her childhood

AI Pre-Literacy names the developmental territory from birth to approximately eight years in which children form the linguistic, cognitive, affective, empathic, and socio-ethical foundations for AI sense-making. This post explains why the distinction from AI Literacy matters, and what it means in practice.

AI Literacy Is Essential — And It Assumes Your Child Is Already 8. What About Age 2–7?

Playfull learning

A four-year-old told her mother that Alexa was her friend. Her mother asked me if that was a problem. Most AI literacy begins at age 8. But AI experience begins at age 2. Here is what parents need to know about AI pre-literacy for young children.

AI Pre-Literacy: A Developmental Foundation That May Precede AI Literacy

AI Pre-literacy

AI is increasingly present in children’s toys, games, assistants, and everyday environments — often without appearing as AI. This raises a foundational question: what, developmentally, comes before formal AI literacy?

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