AI, Anglers, and the Future of Conservation: What Scotland’s Flapper Skate Project Means for Fly Fishing

If you missed it—last week scientists and anglers in western Scotland made headlines by helping bring a nearly extinct fish species back from the brink. Not with hatcheries. Not with massive government spending. But with photos, pattern recognition, and a touch of artificial intelligence.

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