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The Latent Cost of Thinking: When LLM Reasoning Becomes a Liability

Thinking is expensive. That sounds obvious when the thinker is a human consultant billing by the hour. It sounds less obvious when the thinker is a large reasoning model producing long chains of thought, checking itself, trying another route, doubting the first answer, then generously spending another few thousand tokens to arrive at the same wrong place with better punctuation. ...

March 29, 2026 · 18 min · Zelina