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Industry · Week 44, 2026

Health & pharma

What the field argues about, where people say it is heading, and what those ahead of the curve are doing.

Medicine and living longer
0.2%
People quoted
34

AI-generated Questions, positions and links named by an AI model from the quotes and figures on this page. Every quote is checked word for word against its source; numbers come only from the surveys shown. How subject pages are made

Health & pharma

Media

Health & pharma

Opinions

The questions the field argues about, and each side in the words of the people who hold it.

How should healthcare AI connect information to care?

Make information actionable

AI can provide information, but access tools must connect it to an appointment and a provider.

The AI can give you the information, but ZocDoc can make it actually actionable so that you can go see a provider.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

Our role in this is really just that of healthcare access infrastructure. Right. We don't need every booking to happen on doctor.com or our app.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

Open access pathways

Healthcare access should work across open pathways rather than require every interaction to happen through one service.

And the reality is that that's a flawed premise because healthcare isn't like a building where you lure the patient in and you slam the door or shut behind them. It's a lot more like a city, right?

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

And so you need to acknowledge that you need to open all the doors in order for this to truly work.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

1 more quote with Pro

Should wellness be defined by health outcomes or consumer choice?

Tie wellness to health

Wellness claims should be connected to nourishment and health effects, rather than treated as consumer appeal alone.

I actually, that's our whole thesis at Wellness Growth Ventures that, like, wellness is everything. Your food is supposed to nourish your body.

Rachel HirschThe Modern Retail Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

The investment thesis is you, your gums. Like gingivitis leads to so many things. And there are studies about dementia being correlated.

Rachel HirschThe Modern Retail Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

2 more quotes with Pro

Allow separate indulgence

Wellbeing and longevity can coexist with products valued as indulgences, without treating every choice as wellness.

But why can't we live in a world where like some things are wellness for your longevity and your well being and then other things are just like indulgence. And that's good too.

Lexy LebsackThe Modern Retail Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

How should healthcare access be expanded and made affordable?

Expand public coverage

A public option or Medicare for all could change how Congress approaches healthcare access.

And a lot of the ones running this cycle are proponents of a public option or Medicare for all. And so I could see that changing the way Congress works.

Victoria KnightWhat the Health? From KFF Health News, 29 Oct 2026 · from an automatic transcriptReport a problem

Lower costs through competition

Copycat drugs could make treatments available at lower prices, while patients can compare plans for cheaper coverage.

And where that really comes into effect is cost. Because basically in a few years, we're gonna have copycat versions of drugs like keytruda that will be available, hopefully at much lower prices.

Andrew JosephThe Readout Loud, 30 Oct 2026 · from an automatic transcriptReport a problem

The experts tell me that you should always shop around, especially so this year, because there may be a cheaper plan than the one you're in.

Julie ApplebyWhat the Health? From KFF Health News, 29 Oct 2026 · from an automatic transcriptReport a problem

Health & pharma

Emotions

What published surveys counted when they asked people in and around the field.

US physiciansWhich, if any, of these AI use cases do you currently incorporate into your practice?
  1. Use at least one AI use case72%
  2. Unsure about available AI tools9%
  3. No reported AI use19%
American Medical Association, 2026-02 · 1,342 answered · Source
US physiciansOverall, would you say the potential increased use of AI in your professional life makes you feel more excited than concerned, more concerned than excited, or equally both?
  1. More excited than concerned37%
  2. Equally excited and concerned40%
American Medical Association, 2026-02 · Source
US physiciansHow concerned are you that the use of AI tools will lead to loss of skills?
  1. Very, somewhat or mildly concerned about skill loss88%
  2. Very or somewhat concerned about skill loss in current medical students and residents70%
American Medical Association, 2026-02 · 1,163 answered · Source
US adultsHave you ever taken, or are you currently taking, a GLP-1 agonist drug?
  1. Ever taken18%
  2. Currently taking12%
KFF, 2025-11 · 1,350 answered · Source
US adultsHow worried are you about being able to afford prescription drug costs for yourself or your family?
  1. Very or somewhat worried59%
  2. Very worried22%
KFF, 2026-03 · 1,343 answered · Source

Pulse

Pulse: what readers say

Readers who answered, not a representative sample.

Health & pharma · Mastodon · Bluesky

What people share

The links people pass around and how much they post about the field this week, counted on Mastodon and Bluesky.

Most shared this week

  1. 1
    Parents of woman who died of seizure after ChaGPT misguidance sue OpenAI

    The Guardian · 284 accounts shared it · trending 2 days

Links: most shared on Mastodon servers, filed by subject by an AI model. Posts: a random sample of Bluesky, sorted by an AI model.

Health & pharma

Direction

Healthcare AI is framed as a route from information to care, while access infrastructure and capacity determine whether people can act on it.

And so you need to acknowledge that you need to open all the doors in order for this to truly work.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

The AI can give you the information, but ZocDoc can make it actually actionable so that you can go see a provider.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

Health & pharma

Goals and visions

Forecasts and visions, with when they were said and when they can be checked.

  1. And so you need to acknowledge that you need to open all the doors in order for this to truly work.

    Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem
  2. Our role in this is really just that of healthcare access infrastructure. Right. We don't need every booking to happen on doctor.com or our app.

    Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem
  3. But why can't we live in a world where like some things are wellness for your longevity and your well being and then other things are just like indulgence. And that's good too.

    Lexy LebsackThe Modern Retail Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

22 more in the Pro forecast tracker

Health & pharma

Confusions

Common claims, and what the sources show instead.

Often said

Adding vitamins or other wellness features makes a food healthy.

What the sources show

Fortification can add vitamins and minerals without making a food healthy or a wellness product.

Like, and we've been fortifying foods forever. Like all the cereals on the market are fortified. They have a whole range of vitamins and minerals, but it doesn't make those healthy for you or a wellness food.

Lexy LebsackThe Modern Retail Podcast, 31 Oct 2026 · from an automatic transcriptReport a problem

Often said

Healthcare AI information alone makes care accessible.

What the sources show

The cited position distinguishes information from action: connecting people to providers and adding capacity are separate steps.

The AI can give you the information, but ZocDoc can make it actually actionable so that you can go see a provider.

Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem

Health & pharma

Ahead of the curve

What practitioners ahead of the curve say they do now.

  1. Add providers where a specialty, location and insurance combination has low capacity.

    So when we see that there's low capacity in one of our specialty zip code insurance quadrants, then we will add providers there.

    Oliver KharrazThe a16z Show, 17 Oct 2026 · from an automatic transcriptReport a problem
  2. Use hospital specialists to interpret longevity test results and refer patients to appropriate care.

    And they say, you know, at the very least, we're in a position like, you know, we're Weill Cornell. We have radiologists who can interpret these results for people and help them understand what to do next and refer them out to specialists as needed.

    Sarah ToddThe Readout Loud, 16 Oct 2026 · from an automatic transcriptReport a problem
  3. Compare available health plans before renewing, especially when a cheaper option may exist.

    The experts tell me that you should always shop around, especially so this year, because there may be a cheaper plan than the one you're in.

    Julie ApplebyWhat the Health? From KFF Health News, 29 Oct 2026 · from an automatic transcriptReport a problem

Health & pharma

Topics and industries

Where this field meets other topics, careers and industries.

Week 44, 2026 · 34 people quoted

Health & pharma

Discussion

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