Research for the real world.
CPAI publishes practical, research-anchored education for parents, educators, and communities navigating the AI era. Every piece is sourced from peer-reviewed research and authoritative organizations — no panic, no platitudes.
By the numbers
A few things worth knowing
before you read.
Same crime. Same record. Different future.
False positive rate — Black defendants vs. white defendants
Simulate the score yourself→Emma
Incoming call…
0:47
It took 4 minutes to confirm her daughter was safe.
Explanation of Benefits
Member: Gene Lokken
Date: 2023
0.4s
to review 91 years of a life
Gene Lokken. 91. Minnesota. Sent home over his physician's objection.
Know your appeal rights→0
students in AI
surveillance systems
Student ID
Alex M.
Grade 8 · ID 2847
Fairview Middle
Risk Score: 7.4
Gaggle monitors student emails, messages, and documents — flagging for administrative review without warrant.
What your school's AI is doing→LaShonda Williams
Senior Project Manager
lwilliams@email.com · linkedin.com/in/lwilliams
Professional Experience
Director of Operations
Meridian Health · 2019–present
Led cross-functional teams across 6 sites, managed…
rejected by software before a human reads it
What your name may be costing you→8
months
to remove images of a 14-year-old from Snapchat.
It took a U.S. Senator.
Elliston Berry
Oct 2, 2023
The AI app required no technical skill. It was free. It took seconds.
What the law now requires→Feb 28, 2024 · 8:47 PM
He was 14. The sender was a chatbot.
Sewell Setzer III died that evening.
Sarah M.
Public profile
30 seconds.
That's how long an AI data-aggregator takes to compile this profile from public sources.
What's already out there about you→1937
→ today
70%
higher auto insurance in grade-D zip codes vs. comparable white neighborhoods
How the map became the algorithm→Workshops
Learning by doing.
Hands-on sessions where you build something real. No prior experience required.
Vibe Coding 101
Build a real web app in 60 minutes — no code required. You describe it, AI builds it, you own it.
Launch Workshop →Shipping It
Go from artifact to a live URL with a real domain. Claude Code + Vercel in 90 minutes.
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