L9 · Models That Think Longer
Tools in the Middle of a Thought
Explain why a reasoning model hands exact work to tools, and what a tool cannot fix.
A model writes digits the way it writes words, one likely token at a time. One wrong digit spoils a long product. A calculator never slips. So let the thinking hand the arithmetic to a tool.