# @kindgracekind — 2025-12-07

♥13 ↻1 · https://x.com/kindgracekind/status/1997501707203609086

@voooooogel What’s the difference between “pivot tokens” and other forms of planning ahead that the model does? Is the idea that the output space becomes more collapsed after the token is sampled?

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