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Increasing the reasoning capability of a model does not guarantee better task performance and often fails to justify the added costs and latency.
“it on on one side of the coin the AI does not get better at the task when you add more reasoning. On the other side of the coin, even when it does, it almost never in in my you know consulting outweighs the cost of having that reasoning turned on”
Super Data Science: ML & AI Podcast with Jon Krohn · Jan 2026 · 1 episode · 82K views on this topicExtracted by a model; may misattribute who said what.