Adam Irino knows what it means to get skunked. After a string of empty halibut trips, the San Francisco-based YouTuber behind the Diehard Fishing channel tried something that would have sounded absurd a few years ago: he asked ChatGPT to plan his next outing.
What came back surprised him. The model spat out granular recommendations on bait selection, water depth, and tidal timing specific to the Monterey coast. Irino, a lifelong angler who recently quit his office job to fish full-time, recognized most of it as solid advice. But there were wrinkles he hadn’t tried. He followed the AI’s instructions to the letter and landed three keepers the next day.
Irino isn’t a tech evangelist by trade. He grew up surf fishing with his dad, learning to tell the difference between a bite and a snag on a rock through years of trial and error. That’s precisely why the ChatGPT experiment rattled him. “It would take years to figure out on your own,” he said. “A lot of trial and error, but it’s just like right there.” He estimates the tool compressed roughly five years of experiential knowledge into a single query.
The implications extend beyond one guy in a kayak. Irino sees real potential for lowering the barrier to entry for newcomers who don’t have a parent or mentor to show them the ropes. He also flagged something less obvious: safety. Knowing which conditions to avoid isn’t intuitive, and bad information can put inexperienced anglers in dangerous situations. Whether AI-assisted fishing catches on is an open question. But for a shop like Gus’ Discount Tackle, where the walls are papered with decades of catch photos and the owner still talks shop with customers, the idea of a pirate-voiced chatbot dispensing local wisdom is either a useful supplement or a sign that something irreplaceable is quietly slipping away.
