If you define reason as: "Incrementally refine output vectors to converge at the correct output" then one could argue that they do reason.

Their reasoning tokens are refining their eventual output

If you then also define defecating as "incrementally refining output vectors to converge at the correct output" it could be argued that they are defecating.

The article doesn’t argue that they do reason.