Mushroom hunting with LLMs: what can go wrong?

• You see a mushroom in a forest, take a photo, and pass it to an AI chat.
• It follows the answer with further details: The combination is characteristic: vivid orange-yellow color, densely branched antler/coral-like fruiting bodies, smooth somewhat gelatinous branches, and growth from decaying/buried wood in a mossy forest floor.