AI chatbots can make trip planning feel straightforward, but their confident directions may be wrong. On mountains and in remote wilderness, a flawed plan can leave hikers short of supplies, off route, or in need of rescue.
When a plan goes wrong on the mountain
Three hikers on Mount Shasta in Northern California relied partly on Google’s artificial intelligence chatbot Gemini while preparing for their climb. They brought too little food, overestimated their fitness, and continued toward the summit late in the day instead of turning back. They reached the top at 7:30 pm and began descending in darkness.
By morning, the hikers were lost on a difficult section of the mountain, and one had injured his knee. Nick Meyers, a US Forest Service program manager with the Mount Shasta Wilderness Climbing and Avalanche Center, said the hikers had made an effort to research the trip, but appeared to have stopped thinking critically about their preparation.
Other reports point to different ways AI advice can mislead visitors. Meyers said one person camped beside a “No Camping” sign while insisting that AI had told her she could. His team also came across a man at a trailhead holding an AI-generated map that placed major features on the wrong side of a nearby mountain.
In British Columbia, a 16-year-old hiker had to be rescued by helicopter from a ledge on Crown Mountain after using Anthropic’s chatbot Claude to help plan his trip. The hiker later said he had also consulted Google Maps and AllTrails, underscoring that AI was one part of his preparation.
Why polished answers can be hard to judge
Chatbots can present inaccurate information convincingly. Chris Flathmann, a human-centered computing professor at Clemson University in South Carolina who studies AI and search and rescue, described a risk called “cognitive surrender”: people can become so reliant on an AI system that they stop evaluating its guidance for themselves.
That shift can be difficult to notice when someone is unfamiliar with the topic. If a chatbot sounds like an expert, a user may not know enough to recognize a bad route, a false claim, or advice that does not fit the conditions. In a stressful wilderness situation, recovering the habit of questioning the information can be even harder.
Chatbots may also respond with detailed instructions and encouragement, even when the information behind the answer is unreliable. Their answers can draw on questionable material, be outdated, or be fabricated. Unlike a social media post that mainly inspires a destination, an AI response can sound like a plan for how to get there.
A growing tool in a crowded outdoors
AI is joining a long line of technologies that have affected outdoor decision-making. Search and rescue veterans point to social media, Google Maps, and smartphone connectivity as earlier sources of bad decisions. As more people head outside, new tools can change how they choose destinations and prepare for them, while the consequences still depend on the terrain and the choices people make.
Some parks are already seeing visitors report AI use for travel planning. Grand Teton National Park in Wyoming recorded an increase from zero to 26 percent over the past year, according to Superintendent Chip Jenkins. The article also reports that rescue trends have varied: Mount Shasta’s office averages a dozen rescues each year and described 2026 as shaping up to be an average year, while Wyoming had fewer search and rescue calls so far in 2026 than in 2025.
Those figures do not establish that AI has caused more accidents. Meyers said it remains to be seen whether rising AI use will lead to more backcountry accidents or rescues. The examples instead show why hikers should treat chatbot responses as information to verify, rather than as a substitute for preparation and judgment.
Verify the route before setting out
Experts recommend checking trip details against reliable, authoritative sources. That can include current public-land agency maps and websites, trail association websites, or guidebooks. Talking directly with a guide, national forest official, or park ranger can also help resolve questions before a trip.
For hikers, careful planning means checking that the route, conditions, timing, supplies, and ability match the trip, then being willing to turn back when they do not. A chatbot can sound certain without knowing what a particular hiker can safely manage. As Meyers put it, people entering places that can kill them should take their planning seriously.