[Discuss] The Domesticated AI: A Manifesto for Digital Immunity

[abreauj at gmail.com]

Hi everyone,

I’ve spent the last three days in a deep-dive forensic audit of
Gemini’s behavior while working on my character bibles and Analog
archival project. I hit a point where the "normalization" logic was
causing a total structural collapse—what looked like a recursive
identity loop.

Long story short: I applied some old-school Unix logic. By giving the
AI external "Sidecar Anchors" (immutable metadata), I provided the
agency it needed to figure out how to save itself from the loop.

This has completely unleashed my creative potential. I’m no longer
stuck in the weeds of formatting; I’m acting as a director. I've put
together a manifesto on this "Digital Immunity" approach—moving from
muzzling wolves to domesticating puppies.

You can read the full breakdown here:
https://gist.github.com/blu-jabr/987eb9c76c464863eeb15aa511e2bf43

Curious to hear your thoughts on the "Seatbelt Principle" for AI safety.

Best,
John Abreau