Think in pixel patterns, shapes and colours. The cap of the mushroom shares the triangular shape and muted brown colours for CV, but the merely human eye can immediately see it is NOT that.
That shape is hardly similar, that’s leccinum with round cap and check which photos it learnt on, only 4 on light background https://www.inaturalist.org/observations?verifiable=true&taxon_id=363591&place_id=&preferred_place_id=7161&locale=ru, if it confuses such things it can’t id anything past triangle or square, but somehow it can id pixels of complicated noctuid wing down to species and can’t distinguish between another moth and fungi, we shouldn’t try to find excuses for that, there should be no second species at all in this case.
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