AI Privacy Now Covers What the Chatbot Does

We meet with school customers every day, and questions about AI privacy come up often. They come from superintendents, CTE directors, technology coordinators, and parents who serve on review committees. A few years ago those questions were mostly about storage: where is the data kept, who can see it, and when is it deleted. Increasingly, the questions are about behavior. Does the student know they are talking to a machine? Who decided this student was "at risk," and can that decision be challenged? What does the chatbot do when a fourteen-year-old says something worrying at midnight?

Those questions now have a formal home. On October 7, Common Sense Privacy launched an AI Privacy Assessment that extends its existing edtech privacy framework to cover how AI models are trained and how chatbots interact with kids. It is built into the same Assessment Wizard that many edtech companies already use, so vendors answer AI questions alongside their standard privacy review.

Three Tests Drawn from State Law

The first release evaluates three areas, each drawn from leading state AI laws, including California's companion chatbot and training data transparency laws and automated decision-making rules in California and Colorado. Common Sense Privacy says it built the assessment after reviewing current and emerging law and consulting with school districts and edtech companies about their expectations and roadmaps.

Future updates are slated to fold in California's newly enacted AI and children's online safety laws, which take effect in 2027. In other words, this is a moving target, and the assessment is designed to move with it.

"Privacy and safety shouldn't be something people have to take on faith."
Daphne Li, CEO, Common Sense Privacy

Why Behavior Is the New Privacy Question

Traditional student privacy law treats data as something that sits still. FERPA governs records. Contracts govern retention and deletion. Those protections still matter, and we covered them in detail in Your AI Policy Is Not a Data Privacy Plan. But an AI tutor does not just hold data. It acts on it. It decides what to say next, how to phrase it, and in some products, which students to flag for intervention.

That accountability test is the one schools should watch most closely. Early-warning analytics are among the most useful things AI can offer a counselor or teacher. They are also among the most consequential. A prediction that steers a student toward remediation, or away from an advanced pathway, needs to be explainable to the student and the family, and it needs to stay a signal for an educator rather than a verdict from a model.

What Schools Can Ask Today

Districts do not need to wait for a seal or a statute to apply these tests. The three categories translate directly into procurement questions that any review committee can put to any AI vendor:

We apply the same questions to our own platform. Core-LX built Socrat to run inside the LMS a school already governs through LTI, to stay FERPA compliant and WCAG 2.1 AA accessible, and to keep students in the "question space" of Socratic dialogue rather than handing out answers. Student-facing chatbots are designed with topic guardrails for minors and to route crisis messages to the 988 Suicide and Crisis Lifeline. Mastery tracking is designed to surface students who may need support so that teachers can act sooner. The teacher, not the model, decides what happens next.

None of that ends the conversation. Laws will change, the assessment will expand, and the questions school customers bring to us will keep getting sharper. That is a good thing. As Common Sense Privacy CTO Gary Moore put it, AI should be treated like any other technology a company integrates with. Schools have every right to hold it to that standard, and vendors should welcome being asked.

Read the Full Article

Read "Common Sense Privacy Launches AI Privacy Assessment to Help Edtech Companies Earn Trust in AI" on Common Sense Privacy

About Core Learning Exchange: We provide turnkey Career and Technical Education (CTE) solutions for grades 6-14, built on a CTE knowledge graph of 15,472 learning objectives and 3,806 AI-enabled lessons aligned to state standards and industry certifications. Our AI platform uses proven Socratic methodology to develop critical thinking skills through personalized, adaptive learning—deployed in hours via LTI integration.

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