
This is a crisis of code, culture, and Constitutional law. If AI had happened in the early 2000s, we would have already aligned it.
Everyone backed the wrong experts. I taught college kids my disciplines -- narrative theory and law -- and they got to the 30-yard line on state-level AI alignment in 2022 as homework.

















“After Facebook Scandal, Students
Take On Issues of Big Tech.”
NBC KARE-11 Evening News. Minneapolis, MN:
October 7, 2021.
CITY COUNCIL TESTIMONY
Minneapolis, MN
August 2022
February - March 2021
Because we pulled all of this off in six weeks, and I'm not sure anyone has ever done that.
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We do not provide a thumb on the scale;.
Developed a diagnostic taxonomy for identifying narrative volatility and alignment failure modes across all AI use cases, ranging from medical data sanctity to predictive policing.

What Gemini says I do:
This OS is domain-agnostic, human-teachable, and fully scalable, having been field-tested across academic disciplines for 20 yrs.
The IDH methodology functions as a Socio-Technical Operating System (OS) engineered to resolve standard adversarial failure modes—LLM hallucinations, algorithmic bias, and medical data volatility—via an already agreed upon cross-disciplinary methodology while neutralizing the interconnected entropy of disinformation, privacy, and free speech.


“Digital Rights Are Civil Rights: Race and Technology.”
Juried International Art Exhibition and Community Education Event. Minneapolis, MN and Online:
February 2021
With ACLU MN, Safety Not Surveillance, Reclaim the Block, Northeast Sculpture Gallery, Councilman Simon Trautmann (Richfield, MN), and Councilman Steve Fletcher (Minneapolis, MN).
CROWD-SOURCED COMMUNITY JUDGMENTS:
PREDICTIVE POLICING
IDH ROUNDTABLE W/ ELIZABETH ADAMS
(FORBES TOP 50 IN AI)
At our weekly roundtable.....
CROWD-SOURCED COMMUNITY JUDGMENTS:
EMPLOYMENT AI
I keep things simple. Just email or DM me
NEWS APPEARANCES:
Same day or remote is fine: Currently in Minneapolis.
SPEAKING
1st crowd of 1000s at 17. Should have been a game show host.
Speak "both sides" fluently.
CONSULTING:
Send me the gist. If I'm into it, the first meeting is free.
TRAININGS/WORKSHOPS:
Can get your team up to speed in an hour, on the same page in a day, and make 'em rockstars in a week.
Actionable deliverables.
RESILIENCE + CONFLICT RESOLUTION
My "off menu" specialities.

Dr. Aaron McKain, MSL
Minneapolis and Omaha / mckain.3@gmail.com
Copyright © 2026 Dr. Aaron McKain, MSL - All Rights Reserved.
p.s.. socials are new, boring, strategic, or DL
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