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Distilling the Thought, Watermarking the Answer: When Reasoning Models Finally Get Traceable

Traceability sounds simple until a reasoning model enters the room. For ordinary generated text, watermarking usually means nudging token choices so the final output carries a statistical signature. That is already a delicate game. Push too weakly and the detector sees nothing. Push too hard and the writing starts to smell like machine-selected confetti. ...

January 9, 2026 · 15 min · Zelina