The Sethi Ledger

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Independent research for education leaders

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Leadership Section · August 31–September 6, 2026

Safeguarding beyond classroom AI use

The UNICEF report estimates technology-facilitated sexual abuse affected about one in five internet-using 12-17-year-olds across the studied countries. More than four in ten cases were disclosed to no one.

Leadership Section · September 6–13, 2026

Reported psychological harms from chatbots

Clinician raters identified descriptions consistent with delusional beliefs in 102 of 185 harm reports; 50 of those described chatbot validation. Reported consequences included isolation, relationship breakdown, and hospital admission.