Below is copy of Adelphi's workbooks 7 & 8

Hi, Kimberly Mullins and team!

I really enjoyed reading your Privacy Impact Assessment for Perplexity. It’s clear, concrete, and grounded in how libraries actually make decisions. The way you addressed data types, opt-outs, and monitoring responsibility makes this very usable for leadership and policy conversations.

The video on first-order hallucinations made some interesting points, especially in comparing how the three major LLMs behave differently. It was a helpful reminder that hallucinations are not uniform and that tool choice really matters. Thank you for sharing that resource.

Also, the brown bag lunch idea feels promising. A simple compare-the-tools activity or shared hallucination example could be an easy, repeatable way to build awareness without creating a heavy training lift for staff.

Best wishes to Adelphi as you continue your AI journey! We've truly enjoyed having you as part of the cohort.

Replies

Crystal Trice December 16, 2025 at 2:10pm

Hi, Kimberly Mullins and team!

I really enjoyed reading your Privacy Impact Assessment for Perplexity. It’s clear, concrete, and grounded in how libraries actually make decisions. The way you addressed data types, opt-outs, and monitoring responsibility makes this very usable for leadership and policy conversations.

The video on first-order hallucinations made some interesting points, especially in comparing how the three major LLMs behave differently. It was a helpful reminder that hallucinations are not uniform and that tool choice really matters. Thank you for sharing that resource.

Also, the brown bag lunch idea feels promising. A simple compare-the-tools activity or shared hallucination example could be an easy, repeatable way to build awareness without creating a heavy training lift for staff.

Best wishes to Adelphi as you continue your AI journey! We've truly enjoyed having you as part of the cohort.

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2025 AI LEADERSHIP COHORT 2 & 3