AI Pre-Literacy Research Observatory: An Open Evidence Map for Researchers

AI Pre-Literacy Research Repository

If you are planning a study, writing a review, positioning a grant, or looking for a gap, the Observatory shortens the distance between a question and a defensible answer. It is also designed to be disagreed with — the analytical boundaries are visible so they can be contested.

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.

Why AI Literacy Gives Your Child an Edge — From Prompting to Creating to Questioning

mother child relationship

A father’s son used ChatGPT for a science project. The teacher gave him a C. “He can use AI,” the teacher said. “But he doesn’t understand what he’s using.” Discover why AI literacy—prompting, creating, and questioning—gives your child an edge.

What Was Computer Literacy? Why Knowing Parts of a Computer Was Once Enough

ccomputer class

In 1985, if your child knew what a floppy disk was, she was computer literate. That was not small. It was the beginning of a 40-year journey from computer literacy to AI literacy. To understand AI literacy, we must honor where we started.

The Synthetic Mirror: How Algorithmic Mirrors Are Reshaping Children’s Self-Image

AI Mirror

A 14-year-old looked in a real mirror and burst into tears: ‘This isn’t me. My real face looks wrong.’ She had been looking at algorithmic mirrors for so long that her actual reflection became unfamiliar. What the Synthetic Mirror teaches children about beauty, worth, and identity — and how to offer a truer reflection.

Why Does My Child Give Up So Easily? AI, Instant Answers, and the Loss of Productive Struggle

Productive Strugle

A 10-year-old stares at math for 30 seconds then says ‘Just tell me!’ Why children who grow up with instant AI answers stop believing in effort — and how to protect the struggle that makes them capable.

The Machine Tongue Part 3: Bringing The Mother Tongue Home [Final Part of 3]

Machine Tongue

The Machine Tongue does not have to win. Parents cannot remove AI from childhood, but they can teach children to recognize simulation and choose The Mother Tongue — here are 4 steps you can start tonight.

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