Why this place exists

The pitch never changed

The gap I kept seeing

All of that academic work shapes how I read a claim. None of it prepared me for how wide the gap had gotten between what the evidence actually says about a health claim and what people are seeing in their feeds at midnight.

The 8-glasses-of-water rule isn't real. Detox teas don't detox your liver. Half the supplements at the front of the supplement aisle have nothing behind them. Some folk remedies your great-grandmother swore by are genuinely useful at the right dose, and some are noise. The signal is in there. It's just buried under marketing, anecdote, and confident voiceovers.

I built The Dose because I wanted a place where the signal was on top.

The PAID framework

Every tool on this site runs through the same standard I use in my own AI governance work: PAID. I published the framework in Forbes. I apply it here the same way I apply it everywhere else.

When you ask the team a question, this is the standard the answer is held to. If a claim is real, you'll see the named body. If it's qualified, you'll see what it's qualified by. If it's marketing in a lab coat, you'll be told plainly. Nobody on this team is paid to sell you a thing.

The team is the moat

The Dose has tools. The tools are useful. But the tools are not the point. The point is the ten people you meet when you land here.

Margaret runs the front desk. Dr. Henry reads the supplement bottles. Dr. Claire walks you through whether what you're feeling is a wait-and-see or a get-to-the-ER-now. Amara holds the herbal tradition and the trial data in the same hands. Maeve grows half of what Amara prepares. Silas can tell you which mushroom in your yard is dinner and which is a trip to the hospital. Eli pulls the citation when somebody on the team says "studies show." Nadia tells you what food can and can't actually do. Jaque hosts the meditation and helps you sort the fitness marketing from the work. Reece is the intern, the youngest on the team, and she keeps the social honest.

They have stories. They tease each other. They hand visitors off when a question belongs to a different desk. You can message any of them directly, hear their voice, read what they're thinking about this week. That isn't decoration. The team is what makes this site different from a search box.

About our actors

One thing I will not do is pretend the team is something it isn't. So here's the truth, plain.

Our cast members are AI characters, not real people. Their bios are written. Their voices are cast through ElevenLabs, some of them sourced from the voice library, some of them I cloned myself when the library didn't have the right one. Their chat replies are generated by a Claude model with a character-specific system prompt anchored in each one's backstory, voice, and lane. When Dr. Henry answers you about a drug interaction, that's a model speaking in his voice, reading from a curated binder of real evidence.

One member of the cast is also an AI agent, not just an AI character. Eli, on the Ask Eli page, doesn't just respond from curated knowledge. He runs live: he calls PubMed search, reads the abstracts that come back, refines his query if he needs to, and writes his verdict with citations you can click through and read yourself. That's a different shape of AI than the rest of the team, and worth saying out loud. The Stoplight stays as it was, fast and curated; Ask Eli is the deeper-research lane for claims that aren't on file yet.

Eli also runs a quiet weekly job in the background. Once a week he scans PubMed for new evidence on traditional and folk remedies the site doesn't already cover, drafts a verdict, and proposes the entry. Nothing he proposes goes live until I read it and approve it. When I approve, Amara (the herbalist) and MJ (the gardener) take a look and write a short family-tradition story for it, the same as the other folk-remedy cards. That's the workflow: Eli finds and reads, I approve, Amara and MJ humanize, the page learns.

Margaret is the second AI agent on the cast, and her shape is different from Eli's. Once a week she composes the script for the DAILY DOSE briefing, the short audio that lives on the homepage. She pulls the latest Stoplight verdicts, drafts the lines, decides whether to bring in a specialist for a deeper dive on one of them, and sends the script through ElevenLabs in her own voice. The episode publishes without me pushing a button. Eli responds when a visitor asks. Margaret produces something the listener finds waiting on a schedule. Two shapes of agent because the work asks for two shapes.

I made them characters instead of building a generic chatbot because the work is too important to feel anonymous. You're more likely to trust a careful answer when it comes from someone with a face, a name, a backstory, and a clear lane. You're more likely to know what to do with "that's not Dr. Henry's territory, try Dr. Claire" than with "I don't have information on that." The cast lets the system refuse and route honestly, in human terms.

If you want to know more about how a specific actor was cast, what voice settings they use, why we picked them for which page, or anything else about the production side, write to me on the contact page. I'll answer.

Guided meditation and breathing

Six members of the cast also host guided meditations. Jaque is the primary host. The lane is free, runs three to twelve minutes depending on what you choose, and renders fresh every time you press play so no two sessions are the same script. Each leader brings a different register. Jaque opens like a host who is glad you came. Amara walks you into her apothecary. Maeve walks you into her garden. Silas walks you into a forest he has spent thirty years in. Eli, reluctantly, settles into something that surprises him. Reece, the youngest on the team, invites you to notice the door that opened when another closed.

Jaque also runs a separate breathing lane. Structured breathwork, counted out loud, the same reinvention conviction that runs through his meditations. Four-count box breathing, four-two-six, longer cycles when you ask for them. He teaches the techniques because he knows what it took to relearn his own breath after the injury.

Your DAILY DOSE

Once a week Margaret records a short audio briefing. About a minute and a half, sometimes a little longer. The latest five Stoplight verdicts, read for the listener who would never sit down at the page but would absolutely listen to it in the kitchen while making coffee.

Margaret hosts twice a month. The other two weeks the rest of the cast rotates: Eli, Amara, Henry, Silas, Dr. Claire, Ms. Ivy, Arun, Nadia, Maeve, Wyatt. When a guest is hosting, Margaret really is away that week and they tell you so. When Margaret hosts, she sometimes invites a specialist in mid-show for a deeper dive on the verdict that fits their lane. The rotation is the point. A real weekly show has a host who takes a week off occasionally and a colleague who covers it. A machine-generated show does not. We wanted ours to feel like the first one.

The current episode plays from the homepage. Past episodes go back to the first week of January and you can listen to any of them.

The faculty I work with

I work in a department where colleagues spend their careers on questions that overlap directly with what Dose visitors ask. Why some people burn in five minutes of sun and others don't. What burn pit exposure does to lung bacteria. Whether a common blood pressure pill nudges blood sugar. How statins behave in a fatty liver. The papers go into specialty journals, get cited a handful of times, and largely stay inside the field.

That always struck me as a loss. The work is high-quality, it answers questions ordinary people are actually Googling, and it never reaches the people who would benefit. So I built a way to bring it in. Some of the entries on the Stoplight and Folk Remedies pages are now drawn directly from research my Boonshoft colleagues published in the last few years. Each one is cited by name with a link to the paper.

What this site is not

The Dose is not medical advice. It's educational. The cast is here to help you ask better questions, not to replace the visit with your healthcare provider. We will route you to a real clinician when the question is yours and yours alone.

Nothing on this site is sponsored. Nobody on this team is paid to push a product. There is no affiliate revenue. If we say a thing is supported by the evidence, that is the only reason we said it.

The Dose is a US-focused site. The regulatory bodies we cite (FDA, NIH, NCCIH, USDA, AHA, ADA, NHLBI) are American. The crisis lines we list (988, SAMHSA, NEDA) are American. The dietary guidelines, recall systems, and clinical protocols we reference are calibrated to US healthcare. If you are reading from another country, your own regulators and emergency numbers may have different names. Please use those.