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We build training software. That comes with an obligation to be honest about the technology behind it. We come from data engineering where systems are held to real standards. The gaps in current AI are not theoretical. They are structural. The slides break down the specifics. We're not against the technology, we are deeply familiar with it. There are valid uses even in fitness. We're just against selling it as something it isn't, to people who don't know better, in a domain where the consequences are real. Fitness is notorious for hype cycles. You're all familiar with it. The hype cycle pattern is identical to the tech industry. We think athletes and coaches should be informed consumers. Training is one of the worst possible domains for this technology. Prescriptions are cumulative, individualized, and the feedback loop is months long. The model has no access to your athletes. It can't distinguish a peer-reviewed study from a Reddit thread. And when it's wrong, you won't know until it's too late to fix. That's not a solvable prompt engineering problem. That's an architecture problem. Coaches deserve tools that are honest about what the technology can and can't do. That's the professional standard. traintonnage.com | Free for athletes · 14-day trial for coaches #coachingtools #strengthtraining #fitnesssoftware #powerlifting #aifitness