Episode summary
Martin Shkreli: Big Pharma's Blind Spot, Betting Against Quantum & What Prison Taught Him
All-In Podcast
· · 25 min · Hosts: Ben Horowitz, Chamath Palihapitiya, Jason Calacanis, David Sacks · Guests: Martin Shkreli
Summary
Martin Shkreli argues that quantum computing is mostly a narrow scientific trick, not a broad business platform. He says the field’s real capability is limited to a few special problems like factoring, that current machines are slow and constrained, and that they lack the storage and flexibility needed to beat Nvidia-style computing on ordinary tasks. He says he has shorted quantum names, even though that trade has cost him money, because he thinks the market is pricing in a much bigger commercial future than the technology can deliver.
He then turns to drug markets, saying he made money by finding inefficient pricing in molecules and rights to drugs that big pharma sold too cheaply. He describes moving drugs into better indications, cites Sparantan as an example, and argues that AI helps in adjacent ways like reading the literature, but not yet in discovering drugs. In his view, AI is more likely to reshape compute, consumer products, and business formation than it is to cure disease quickly.
The last section focuses on ego, prison, and the psychology of gifted people who overidentify with being the smartest person in the room. Shkreli says prison taught him that people share common emotional needs and that fixation on status can be self-destructive. He frames his own downfall as a failure to accept that he could be a better entrepreneur than trader.
Key takeaways
- Martin Shkreli says quantum computing is a one-trick technology and not a durable business outside narrow algorithms like factoring.
- He says he has shorted quantum stocks, even though the trade has lost money, because he thinks the market overstates the commercial timeline.
- He argues big pharma routinely sells drug rights too cheaply, creating an inefficient market that can be arbitraged by repositioning molecules into better indications.
- Shkreli says AI will change compute and business formation, but he does not expect an AI-relevant drug breakthrough in the next 10 years.
- He says prison forced him to confront ego and the danger of defining himself only as a great trader.
- He views effective accelerationism and AI doom talk as exaggerated fear-mongering rather than an immediate existential threat.
Notable quotes
“the only thing it's really good at which indeed is a magic trick is going from exponential time algorithm”
“they'll never beat an Nvidia machine. They'll never beat a million Nvidia machines”
“I told my wife that we gained billions in insight”
“I don't think there'll be a single AI relevant drug in the next 10 years”
“That simple refusal to admit that put me in prison”
How the episode opens
He's been called the most hated man in America because he jacked up the cost of a life-saving drug, — Raised the price of a life-saving drug 5,000%. He became the poster child for capitalistic greed. — Martin Strelly, 7 years in prison, we definitely plan on raising the price. That's for sure. You can be prosecuted for not maximizing profit, and you have to do everything in your power to make as much money as possible. And if I'm the enemy for you, good. I'm happy, man. I'm fulfilling some need in your life. purchased the only copy of a legendary Wuang Clan album with no immediate plans to play it.
It's not a good record. Ego is the fountain head of All Progress. — Please welcome Martinrelli. — Good. — Welcome, Martin. Thanks for coming out. Nice to meet you. — You wore Brad's outfit today. — Exactly. — All right. Welcome, Martin. Um, we got so many topics to go into with you, but I want to start with one. um you've basically taken down quantum computing. You said you'd think that this is a fraud uh that people might be going to jail. So twopart question. Number one, uh maybe you could give us your thesis on on why this is a fraud or fugazi, a fugizi, whatever it is. Um
Discretiad — And a discard. And then two, your best advice for those CEOs when they do go to jail. You've got a little experience. — Yeah. — Best advice in terms of you don't seem to be the kind of guy who would thrive in prison, but from what I understand, Martin,
You shot, you turned into Lex Luthther and you were running the yard, I understand. So, break us through the quantum trade and, you know, best practices when you go to the Huskow.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- quantum computing
- big pharma drug pricing
- ai drug discovery
- hedge fund to pharma
- prison and rule-breaking
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Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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