Media
The conversation out loud.
Talks, podcasts, and press coverage. The ideas behind the architecture — shared beyond the codebase.
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UNA Hacks Herself — Podcast
A deep dive into UNA's nightly self-adversarial audit process. What happens at 4AM, why it matters, and what she finds.
Appearances & Coverage
Where the work shows up
Article
The 4AM Self-Audit
How UNA red teams herself every night — and what the audit results reveal about autonomous AI safety.
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LinkedIn
Thought Leadership Posts
Regular writing on AI governance, ethical architecture, and what I'm learning as I build. Problem-first, honest, no PR spin.
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Open Source
GitHub Repositories
Code, tools, and research artifacts. The work behind the words.
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Press & speaking inquiries
Available for podcasts, panels, and talks on AI governance, constitutional AI, and autonomous system safety.
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