PoshanSenseSmarter logging
A quick check before saving an AI estimate
Use an estimate as a starting point. A few checks can catch the mistakes that have the biggest effect on your journal.
By PoshanSense · Published 2 October 2026 · General education
Check the identity first
Does the result describe what you ate? Similar names can refer to different recipes. A drink made with milk is not the same preparation as one made with water, and a plain item may differ from a stuffed or fried version. A plausible-looking number does not prove the dish was understood.
Look at the serving and quantity together
For “2 eggs,” ask whether the displayed calories are for one egg or both. If a result already totals a complete meal, multiplying it by the number of components can overcount it. Read the unit before adjusting quantity.
For a combo such as roti and dal, check what is included. If the estimate represents the entire combo, adding a separate dal entry would count it again. If the result covers only the roti, the dal is still missing.
Notice what the model assumed
Portion size, milk type, cooking oil, sauces and brand are all useful things to review. A food photo cannot tell you everything about a recipe. Keep the estimate clearly identified as an estimate when those details are unknown.
Prefer direct information when available
For a packaged product, use the actual label and portion you consumed. For a familiar home recipe, an ingredient-based record may be easier to repeat than asking for a fresh estimate each time. Neither approach removes all measurement uncertainty.
Correct the useful part
You do not need to start your entire journal again because one serving was wrong. Correct the affected amount or item, then check the total. If you cannot identify the food reliably, save the description for later rather than treating invented numbers as verified facts.
Identity, unit, quantity, included ingredients: four checks before trusting the total. This is a general review method, not a promise about a particular AI model's accuracy.
These are educational examples, not individual dietary targets. Editorial approach · Report a correction