# @davidad — 2025-04-08

♥10 ↻0 · https://x.com/davidad/status/1909685133411774975

@JeffLadish If there is to be a 10⁹$ prize for interpretability, it should be for a tool that can fully explain all top-10 next-token logits after any prefix, as a circuit, with precise explanations of each component, grounded in natural abstractions of the KV cache AND residual stream.

tags: author:davidad, kind:tweet, thread-context, year:2025