Artificial Intelligence

Chatbots Lead Hikers Astray With Dangerous Backcountry AI Advice

Outdoor enthusiasts increasingly turn to artificial intelligence to plan excursions into wild spaces, resulting in misplaced confidence, dangerous backcountry errors, and emergency rescues.

Radwan AbdulhadiEditor and technology writer

Published: November 1, 2026 · Updated: November 1, 2026 · 3 min read

Chatbots Lead Hikers Astray With Dangerous Backcountry AI Advice — Image: WIRED

The Rise of AI Trip Planning

As artificial intelligence tools become integrated into daily life, outdoor enthusiasts are increasingly outsourcing their trip planning to digital assistants. However, relying on automated tools in remote environments has led to a series of high-profile emergencies in wild spaces.

A notable example occurred when three hikers on Mount Shasta in Northern California faced severe trouble after making bad decisions driven partly by poor preparation and reliance on Google's artificial intelligence chatbot Gemini. The hikers underestimated their fitness, ran low on food, summited late in the evening, and became lost in the dark with a knee injury.

Nick Meyers, US Forest Service program manager of the Mount Shasta Wilderness Climbing and Avalanche Center, noted that while the group tried to research, they ultimately turned their brains off. In another incident, a visitor pitched a tent near a restricted area because an AI assistant allegedly told her it was permitted. Rescuers also encountered a hiker navigating a trailhead using an AI-generated map that placed prominent geographic features on the wrong side of a mountain.

Broader Impacts Across National Parks

The phenomenon extends far beyond Northern California. In British Columbia, rescue teams airlifted a 16-year-old hiker from a dangerous ledge after he used Anthropic's chatbot Claude to plan his excursion, though he also consulted Google Maps and a popular hiking app.

At Grand Teton National Park in Wyoming, Park Superintendent Chip Jenkins reported a sharp surge in visitors citing AI tools for travel information. The proportion of visitors utilizing AI jumped from zero to 26 percent over the past year. Despite this heavy influx of technology-driven tourism, search and rescue data presents a mixed picture. While some areas like Meyers' massive wilderness area in Northern California maintain steady rescue averages, statistics for search and rescue in Wyoming indicate a decline compared to previous years.

The Risks of Cognitive Surrender

Safety experts emphasize that turning to automated tools for wilderness navigation carries distinct psychological risks. Chris Flathmann, a human-centered computing professor at Clemson University who studies AI and emergency response, highlights a condition known as cognitive surrender.

When humans collaborate closely with AI systems, they can slip into a pattern where they stop thinking critically for themselves. Because large language models often fabricate authoritative answers drawn from outdated forums or unverified sources, users unfamiliar with the terrain cannot easily challenge incorrect advice.

Unlike social media platforms that merely offer visual inspiration, conversational agents provide direct instructions and unverified encouragement. This capability can inadvertently guide recreationists toward potentially deadly consequences when applied to hazardous outdoor environments.

Expert Guidance for Outdoor Safety

While technology will continue to evolve, search and rescue veterans emphasize that chatbots are merely the newest iteration of tools that lead unprepared travelers astray. Past decades saw similar reliance issues stemming from social media platforms like Instagram and smartphone map applications.

Experts recommend that anyone planning a wilderness excursion verify details against reliable public-land agency maps, official trail association websites, and authorized guidebooks. Consulting experienced human professionals, such as park rangers or certified guides, remains the safest approach.

As Meyers succinctly warns, individuals venturing into environments with extreme hazards must take their planning seriously rather than trusting unverified automated advice.