Instruct vs thinking models, in one line:
System 1 vs System 2 — with a 5–20x cost-and-speed gap.
If the task doesn't need planning or multi-step reasoning, the thinking model isn't smarter. Just slower, pricier, and more likely to hallucinate.
— Dr. Satya Mallick, CEO @ OpenCV… pic.twitter.com/QcHpeXyVHD

— Satya Mallick (@LearnOpenCV) 19 mai 2026

Instruct vs thinking models, in one line:
System 1 vs System 2 — with a 5–20x cost-and-speed gap.
If the task doesn't need planning or multi-step reasoning, the thinking model isn't smarter. Just slower, pricier, and more likely to hallucinate.
— Dr. Satya Mallick, CEO @ OpenCV

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