SHIRO & Co. launches NOT YET to push back on AI predictions for children

SHIRO & Co. has introduced NOT YET and Himitsu no Shako, two Japan-based education projects meant to keep children's futures open as AI increasingly shapes learning and career guidance. The initiative argues that personalization should support exploration without locking kids into early labels or fixed paths.

Why it matters: - SHIRO & Co. is challenging a growing use case for AI in education: predicting a child's future too early. - The initiative argues that AI should widen options for children, not narrow them into labels, career tracks, or permanent assessments. - The projects target a real tension in education technology as schools and families adopt more personalized learning tools.

What happened: - SHIRO & Co., a Tokyo-based research and creative technology company, launched NOT YET and Himitsu no Shako, also called The Secret Garage. - The projects were introduced in Japan on November 11, 2026. - The initiative centers on a simple idea: children should be able to explore futures that have not yet been imagined.

The details: - NOT YET is an education and storytelling project built around exploration without premature conclusions. - Himitsu no Shako provides a digital environment for creative experimentation, dialogue and reflection. - The projects encourage children to try unfamiliar ideas, revisit interests and discover new directions. - The experience combines stories, digital interactions and opportunities for reflection. - SHIRO & Co. says the projects reject the idea that identifying a likely future is the same as expanding possibilities. - Kosuke Shirako, CEO of SHIRO & Co., said: “AI can help children explore possibilities. It should never define their limits. A child's future must remain open to curiosity, change, and the unexpected.” - The company does not reject AI or personalized learning. - SHIRO & Co. draws a line between supporting exploration and making premature judgments about future potential. - The initiative says recommendations should remain suggestions, not become identities, labels or permanent educational directions. - SHIRO & Co. plans to explore practical activities and potential collaborations with educators, researchers and educational institutions. - The initial focus will be upper-elementary-school children. - The research will examine how experimentation, storytelling and reflection can support interest development without reducing children to fixed assessments. - More information is available on NOT YET, Himitsu no Shako and the company website.

Between the lines: - The launch reflects a broader debate over whether AI in education should recommend paths or preserve open-ended development. - SHIRO & Co. is positioning uncertainty as a feature of childhood, not a problem technology should eliminate. - The message also serves as a warning to developers and educators: personalization can quickly become prediction if systems move from guidance to judgment.

What's next: - SHIRO & Co. will test activities and partnerships tied to the projects. - The company is likely to use the initiative to shape how educators and technology developers think about AI-driven guidance for children. - The work will start with upper-elementary-school students, with possible expansion if collaborations develop.

The bottom line: - SHIRO & Co. wants AI to help children explore who they might become, not decide it for them.