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THIS IS A CRISIS OF CODE, CULTURE, AND CONSTTUTIONAL LAW
If AI had happened in the early 2000s,
we would have already aligned it.
Everyone backed the wrong experts. And defunded the neutral ones who have been doing this for 2,000 years.
It's not rocket science. It's rhetorical theory.

















“The Age of Disinformation.”
Long-form television interview with Bobby del Rio.
Open Source: The News Forum.
Toronto, Canada: May 15, 2025.
February - March 2021
Let's call this "peak IDH."
ONE HOLSITIC METHOD FOR THE WHOLE MESS:
FREE SPEECH, AI, DISINFORMATION, PRIVACY, AND COLLEGE REFORM
We do not provide a thumb on the scale.
Trying to :aaign" or "fix" all of them one-by-one, or without fixing all of them siluntaneoulsy and with an agreed upon (and Consitutional) "ground wire") , is the single stupid thing humans have ever tried to do.
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.
Simple enough for a kindergartener. Smart enough for the Supreme Court. Taught on "both sides" of reality.
So experiential, a couple dozen Jesus + woke students worked together and scaled a non-profit Manhattan Project as homework.

“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).
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