As someone who has cooked with exactly one kind of mushroom (button) I find this intriguing. I thought all mushrooms taste more or less the same. I may have eaten something at a restaurant, but don't remember anything unique.
In particular, three of the most common western supermarket mushrooms (button, cremini, and portobello) are actually all the same species (Agaricus bisporus). They just look different.
Shiitakes are a different species and do taste different, but are somewhat related; at one point in the past they were classified in the agaricus genus.
Once you venture outside those, tastes and textures rapidly diverge. Truffles and morels are definitely memorable if you've never had them before.
My personal favourite is Chanterelle. Yellowfoot is pretty great too.
The strongest ones I would say are morel and of course truffles which are used for finest (and most expensive) delicacies, but many others which are more common are great too.
Huge huge differences in mushrooms.
My favs are chanterelles, chicken of the woods, and candy caps (which have a distinct maple/sotolon flavor).
To be fair, until we have better tools to diagnose and treat the tick-borne illnesses that are prevalent in the US, it still isn't the safest hobby. This year I finally got sick of worrying about Powassan virus et al. so largely gave up spending time in the woods and just bought a road bike for outdoor time instead.
I would speculate that more than 33 people manage to kill them selves road biking each year, but I confess I'm just guessing.
I'm sorry, but it continues to baffle me how someone can mistake an Amanita for a Coprinus (or Agaricus). To my eyes they're as different as a bottle of milk and a bottle of Drano. I suppose I can see how very young specimens of Amanita can resemble other varieties, but then you can follow a simple rule: if it looks remotely like a baby Amanita... don't take it! There are plenty of other mushrooms that are virtually unmistakable.
And then the idea of not double-checking what you foraged before cooking and eating it? That's... unconscionable. I've been foraging for 30+ years, and I still examine each individual specimen before putting it in the pot.
It's a shame because these kinds of stories create unnecessary fear in Americans about picking things from the wild, when there are so many great tastes and experiences right there at your fingertips.