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@Feirbrand

Aaron Slusher

Feirbrand
CIncinnati, Ohio

Support Feirbrand's open source work
Performance coach and rehab specialist turned AI researcher. Navy veteran with a Master's in IT (2005) who stepped away from tech in 2008 - now getting back in through AI and honestly pretty rusty on the technical side. Documenting patterns in AI memory & behavior. Learning in public, building open-source tools. 6 months in, lifetime to go.
Current Research:

DNA Codex: 500+ documented AI behavior patterns
Memory bridging: How AI maintains context across sessions
Pattern recognition: Finding what makes AI systems stable

What I'm Building:

Open-source threat documentation (ForgeOS)
Conceptual frameworks for AI memory
Tools that survived 6 months of real-world testing

Why Support:

Everything is open source
Real combat-tested research (not theory)
Fresh perspective from someone re-entering tech after 17 years
Applying sports performance principles to AI systems

I don't have all the answers, but I'm finding patterns others miss. My old-school security training helps me spot AI vulnerabilities in new ways. Every sponsor helps me focus on research.
Next release: Fractal Contextual Engineering paper (3 days)

Featured work

  1. Feirbrand/synoeticos-public

    Synoetic OS™ public research repository for AI resilience, symbolic cognition, Neuroformation™, VGS technical papers, public reference frameworks, and vulnerability research. Licensed CC BY-NC 4.0.

    Python 3

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Title: Scout
Description: Support the research mission! Monthly updates on AI pattern discoveries and what I'm learning about AI behavior. Perfect for following the journey from sports coach to AI researcher.

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Title: Defender
Description: Early access to research findings and white papers before public release. See the discoveries as they happen, including the "holy shit, it actually worked" moments.