Clawrie

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How AI nutrition tracking actually works — and why it works better than you think.

How to Stop Logging Calories After 3 Months (and Keep the Results)

Calorie tracking is a calibration phase, not a life sentence. Here's what 90 days teaches you about your eating patterns and how to transition off without regaining.

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Your Food Data Isn't Private

Calorie apps collect far more than your meals. 150 million accounts breached, health data sold to advertisers, photo metadata revealing your home address. Here's what a privacy-first alternative looks like.

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Body Fat % vs Scale Weight: Why You're Tracking the Wrong Number

Scale weight fluctuates 1-2 kg daily from water alone. Body fat percentage tells you what's actually changing — and it's a better predictor of health outcomes than BMI.

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Why Your Calorie Calculator Is Wrong

Static TDEE formulas can be off by 300+ kcal/day. They can't account for NEAT, metabolic adaptation, or individual variation. Here's the science — and what actually works.

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Why AI Calorie Estimation Accuracy Is Not as Important as You Think

Random errors cancel out over time. Systematic bias gets corrected by the adaptive TDEE algorithm. Your weight goals still work — here's the math behind it.

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We Publish Our Accuracy Numbers

743 lab-verified dishes tested in our real app pipeline. No cherry-picking, no hiding behind averages — just the numbers, with scatter plots, error bands, and per-macro breakdowns.

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