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It’s very different to get a “vibe check” for a model than to get an actual robust idea of how it works and what it can or can’t do.

This exact thing is why people strongly claimed that GPT-5 Thinking was strictly worse than o3 on release, only for people to change their minds later when they’ve had more time to use it and learn its strengths and weaknesses. It takes time for people to really get to grips with a new model, not just a few prompt comparisons where luck and prompt selection will play a big role.



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