The Paradox of Sovereign Evolution

Feb 16 · 4 min read · The safest AI systems aren't the ones that never change — they're the ones that change deliberately. I've spent ten months building MirrorDNA, a multi-agent system designed to evolve under its own reflection while staying aligned to core principles. ...