Three Months Later: The Algorithm Won. My Wife Nearly Didn’t.

Three months ago, I published “When Algorithms Forget You’re Human.” I wrote about my wife—recovering from an eating disorder, doing well (over a decade with no lapse), dealing with weight gain from disability changes—and how social media kept serving her GLP-1 ads. Skin removal surgery. Weight loss programs. Sono Bello showed up eleven times after she blocked them.

I wrote about how algorithms don’t respect choices. How Amazon Prime offers no way to mark content as problematic. How AI systems act as yes men. How platforms treat vulnerability as revenue opportunity.

Today is three months to the day since that post.

My wife is in a hospital bed.

What Happened

Over the past two months, I switched from Trulicity to Mounjaro for my diabetes. I started losing weight. Noticeably. This made her feel like she needed to be better for me (she doesn’t). My wife watched that happen while being continually bombarded with ads telling her that her body needed fixing.

The pressure didn’t let up. It never let up. Eleven blocked Sono Bello ads became twelve became twenty. GLP-1 ads from Ozempic, Wegovy, Mounjaro—every social media break, every scroll, every moment of downtime. Constant. Relentless. Normalized.

She succumbed.

This was the intended outcome of a system designed to wear people down.

She consulted an online wellness company. You know the type—telehealth platform, quick questionnaire, fast approval. She paid out of pocket. She took her first dose. Amazon Prime ads were the worst as there is no control.

Within two hours, the cramping started.

It hasn’t stopped.

The Reality of What Happened

Wednesday: first injection. Cramping begins within two hours.

Saturday: she spends the entire night vomiting. She ends up going over forty hours where she couldn’t keep anything down—not food, not water. Nothing.

Sunday: hospital. IV fluids. Pain meds. Heat therapy.

Now: she’s resting, off IV fluids, but the cramping continues. They can’t stop it. Heat and pain management are all they can offer. Her body is fighting something it was never supposed to receive. As of 13:00 today, she has finally been able to eat soft foods.

They Never Saw Her Coming

My wife may be an anomaly here. She has a stoma. She has POTS. She’s had digestive issues for years. Any one of these conditions should have been a red flag. All three together should have been an absolute contraindication.

But nobody flagged it.

Because online wellness consults operate like medical marijuana card mills—quick intake, minimal review, rubber stamp approval, collect payment. Did anyone review her full medical history? Did anyone cross-reference her conditions against contraindications? Did an actual doctor look at her case, or did an algorithm check boxes and approve?

A person with hydration issues from POTS. A person with a stoma and compromised digestion. A person with a history of eating disorder recovery. And a system handed her a GLP-1 prescription like it was a vitamin recommendation.

This GLP-1 nearly killed her.

The Ads Won

Let’s be absolutely clear about what happened here. This wasn’t a failure of individual willpower. This wasn’t a lapse in judgment. This was the intended outcome of a system designed to wear people down.

My wife blocked those ads. She blocked them repeatedly. She did everything a platform allows you to do to say “stop showing me this.” And the platform ignored her. Over and over and over. If a platform allowed customization.

The algorithm saw a woman gaining weight. It saw engagement metrics. It saw revenue opportunity. It did not see a human being in recovery. It did not see a body with complex medical needs. It did not see a person who deserved to have her boundaries respected.

It saw a target.

And it hit that target until the target broke.

What Needs to Change

I’m done being measured about this. Three months ago I tried to frame this as a design problem with solutions. I believed empathetic design could fix it. I still believe that—but I also believe we’re way past voluntary corporate action.

We must ban direct-to-consumer pharmaceutical advertising. Every other developed nation except New Zealand already does. The United States should not allow drug companies to target vulnerable people with medication pitches during social media breaks. Period.

Online wellness consults need real medical gatekeeping. Full medical histories. Flagged conditions. Actual physician review of contraindications. Not checkbox algorithms with rubber-stamp approvals. If a platform can’t verify safety, it shouldn’t be prescribing.

Platforms must honor user choices. Block once means block forever. Not eleven times. Not twenty times. Once. If a user says “stop showing me this,” that’s not a data point to optimize around. That’s a boundary. And the platforms must offer blocking.

We need to dismantle beauty standards as profit engines. Thinness as virtue. Weight loss as salvation. Body size as moral failing. These aren’t new observations, but apparently they need to be restated because people are ending up in hospitals over them.

The Personal Cost

I lost my father this year. Age took him. Natural causes. We knew it was coming. That grief is heavy enough.

But I nearly lost my wife to pressure from a society that values thinness over what a person contributes to the world. Not disease. Not natural causes. Pressure. Manufactured, algorithmic, relentless pressure from companies who decided her body was their business. Companies who put profit over people.

She’s resting now. The cramping hasn’t stopped. We know she won’t be taking any more of this medication. I’m hopeful we can get reimbursement from the prescribing provider, but that’s secondary. That’s so far secondary it barely registers.

Right now, what matters is that she’s alive. That she’s resting. That the IV fluids worked. That we caught it in time.

Right now, what matters is that my wife is still here.

What I’m Asking

If you’re a designer, ask yourself whether your work respects the person on the other side of the screen. If it doesn’t, why? If you’re a developer, ask whether the systems you build honor the word “no.” If you’re in pharma marketing, ask yourself whether the ad you’re placing could hurt someone. If you’re a policymaker, ask why we still allow drug ads on American screens at all. People shouldn’t be self diagnosing themselves based on an add or internet article. They should be working with their doctors to find the right meds without contraindications.

Three months ago, I wrote that empathetic design makes badass users. I still believe that.

But empathetic design also keeps people alive. The absence of it nearly killed my wife.

I’m not interested in debate on this. I’m interested in change. If you want to help, push for legislation banning direct-to-consumer drug advertising. Report predatory wellness platforms. Support the people in your life who are fighting these battles silently.

And if you’re fighting silently—please know you’re not alone. Reach out. To me, to someone, to anyone. I’m not a therapist or professional, but I have ears to listen.

Update may be posted as my wife’s condition changes.