Google DeepMind's ATL Saathi pilot is a useful prompt to design educational AI around evidence, reflection, and teacher handoff.
Google DeepMind announced the ATL Saathi live pilot on July 14, 2026. The Gemini-powered web application is intended to support students in Atal Tinkering Labs and is described as grounded in curriculum standards with safety guardrails.
The most important design question for an AI mentor is not “Can it answer?” It is “Does the student retain authorship and know when to involve a teacher?”
Use a hand-back loop:
student goal
-> AI asks for current attempt
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This article is authored by Manisha Malhotra, director-principal, Satya School, Gurugram.
