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Tools of Thought: Why Reasoning Isn’t an Illusion After All

TL;DR for operators The useful question is not whether reasoning models “really think”. That debate is charming, mostly because it lets everyone pretend a benchmark table is a metaphysics seminar. The operational question is simpler: when you give a reasoning model the same tools as a non-reasoning model, does it use them better? ...

July 24, 2025 · 14 min · Zelina