Man, you must do some extreme camping. When we go, we worry about what kind of marshmallows would be best on smores, not what life or death situation awaits us that only a heroic LLM can resolve (and hopefully not hallucinate to our deaths).
(There are lethal lookalike mushrooms that a vision model or even trained expert can't necessarily tell apart at just a glance)