AI · Applications · 2026-09-09 06:50:00
The article compares mainstream AI chat models on mushroom identification using 1,040 photos from FungiTastic covering 55 edible and poisonous species. Forced to return five Latin names, Gemini 3.8 Flash leads with 65% first-guess accuracy and 85% within five guesses at $4.15, followed by GPT-6 Astra at 54% and $18.94. In free-form answers, most models misclassify poisonous mushrooms as edible, with only some adding warnings. Accuracy and communicating uncertainty are distinct, and intelligence alone is not enough for reliable identification.
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