AI Carb Counting Accuracy: I Tested Soba on 400 Meal Photos
AI carb counting accuracy, measured: Soba got 68.5% of meals within 10 g on 400 research photos. Where it fails, what fixes it, and how 8 LLMs compared.
Food-Recognition
LLM Food Recognition in Production: What Shipping soba Taught Me
How I picked an LLM for food photo recognition in soba: a benchmark, a live A/B that cut scan cost to $0.005, and the prompt work that fixes portion weight.