Leah Vachani Nutrition

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Is AI food logging a good idea??

I photographed my lunch, let the app log it from the picture, and it told me I’d eaten 347 calories.

Then I entered the exact same bowl by hand. 674.

If you’ve been tracking and quietly wondering why the numbers never seem to match how you actually feel — this is worth two minutes.

Here’s where it went sideways:

→ It defaulted to 1/4 cup of almost everything. The real bowl had 1/2 an avocado, a full cup of 4% cottage cheese, and 2 oz of smoked salmon.

→ It saw everything bagel seasoning and logged a bagel.

→ It called my almond flour crackers whole wheat.

But the calorie gap isn’t the part I care about most…

Protein came in at 23g instead of 43g. That’s the number a lot of us over 40 are actually working to hit — for staying full, for holding onto muscle, and for a gentler glucose curve after we eat. If I’d trusted that log, I’d have spent the rest of the day chasing protein I’d already eaten.

And look at the carbs: 38 vs 43. Almost identical. Which is exactly why numbers alone can fool us. Whole wheat crackers and almond flour crackers land at a similar carb count on paper, but they don’t tend to behave the same way once they’re in the body.

I’m not anti-AI logging. Speed is the whole reason most of us log at all, and a rough log beats no log. But treat the photo as a first draft, not the answer — correct the portions, swap in what you actually ate, and check the protein and the carb source before you draw any conclusions from it.

Because if we’re using this data to learn what our bodies do with food, the input has to be honest or the feedback is just fiction.

Anyone else tried the photo feature and gotten something wildly off? Tell me what it guessed.

💜 Comment INNER CIRCLE if you want details on the membership — this kind of real-data troubleshooting is exactly what we dig into together twice a month.

#metabolichealthmatters #insulinresistancehelp #bloodsugarbalancing #womensmetabolichealth #midlifemetabolism

Is AI food logging a good idea??
Is AI food logging a good idea??
Is AI food logging a good idea??
Is AI food logging a good idea??

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I Haven't Changed Anything. So Why Am I Gaining Weight?

If your eating has not changed but the weight has, this episode is for you.

The weight is a symptom, and a late one. What changed years earlier was invisible — your body quietly got worse at handling sugar, and insulin climbed to compensate.

I walk through the four things that went after that system, the fifth that came from outside, and why neither your scale nor your last blood panel could catch any of it early.

And if you get an afternoon crash, 2am waking, or fog after meals — those are not separate complaints. They are all the same thing.

Part 2 of 8 in the Blood Sugar & CGM Series. Listen now​

I Haven't Changed Anything. So Why Am I Gaining Weight?

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The test that shows insulin resistance years early is not on your standard panel. Ask for it by name.

If you have ever been told your bloodwork is normal while feeling exhausted, foggy and heavier than you used to be — this episode is for you.

Normal on a lab report means your number sits inside the range of the people who got tested. It does not mean optimal. I walk through three numbers that tell a more honest story, including one you can calculate tonight from labs you already have. No new blood draw needed.

Listen now

@everyone

The test that shows insulin resistance years early is not on your standard panel. Ask for it by name.
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