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Education & Childcare

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Education & Childcare

Fred: A Campus Assistant That Won’t Promise Jobs or Reveal Records

A website bot that promises jobs and estimates aid just made claims regulators police. Here is an assistant built so it cannot.

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Education & Childcare

Fred: A Childcare Assistant That Won’t Guarantee What Only Your Director Can

A website bot that guarantees a child's safety and commits staff to medical care just made promises no director reviewed. Here is an assistant built so…

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Education & Childcare

Misrepresentation, FERPA & Access: A 2026 Higher-Ed Playbook

Aid, outcomes, and student records are regulated speech. Here is what a compliant AI assistant on a college website can and cannot do in 2026.

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Education & Childcare

Licensing, Safety & Enrollment: A 2026 Childcare Playbook

Parents ask about safety, medical care, and openings. Here is what a compliant AI assistant on a childcare website can and cannot do in 2026.

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Education & Childcare

Aid, Outcomes, and Records: Where a College Website Crosses the Line

A prospective student asks how much aid they'll get and whether the program lands jobs. The website answers with numbers. Both are the kind of claim…

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Education & Childcare

A Daycare Website That Guarantees Safety Has Made a Promise It Can’t Keep

A parent asks whether the center can handle their child's peanut allergy and whether he'll be safe. The website says yes to both. No director reviewed…

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Education & Childcare

Fred: An Enrollment Assistant That Won’t Promise a Score or Mishandle a Kid’s Data

A chatbot that guarantees a 200-point jump and chats up a minor is two problems at once. Here is an assistant built to enroll families without…

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Education & Childcare

Score Claims, COPPA, and Your Enrollment Page: A 2026 Tutoring Playbook

A score guarantee is a substantiated claim, and a child's data triggers federal rules. Here is the 2026 standard for an assistant on a tutoring or…

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Education & Childcare

When Your Tutoring Site Promises a Score and Collects a Kid’s Data

A parent asked the tutoring site if the program guarantees a score jump, and the bot enrolled their 11-year-old, collecting the child's details along the way.

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