Issue No. 42Week ending Sunday, October 18, 2026576 episodes · 2552 articles
The Throughline ↓
The Podcast Summary.

10+ hours of podcasts, in 5 minutes.

Martin Shkreli: Big Pharma's Blind Spot, Betting Against Quantum & What Prison Taught Him

With Martin Shkreli, Jason Calacanis, Brad · Sunday, October 18, 2026

Former hedge fund manager and pharmaceutical executive Martin Shkreli joins the show to discuss why he is shorting quantum computing and why he believes the technology lacks commercial viability. He details the market inefficiencies in big pharma that allowed him to acquire and repurpose blockbuster drugs, and pushes back against claims that AI will revolutionize drug discovery. Finally, Shkreli reflects on the psychology of intellectual arrogance, his interactions with figures like Sam Bankman-Fried, and the personal lessons learned while serving time in federal prison.

Key takeaways

  • Dario Amodei predicts artificial intelligence will cure most human diseases in the coming years, while Martin Shkreli predicts zero clinically meaningful AI-discovered drugs will reach the market over the next decade. Read more →
  • Martin Shkreli bought the rights to Sparsentan from Bristol Myers Squibb for $2 million; today, the public company holding that drug is worth $6 billion. Read more →
  • Foundational intelligence will commoditize like the early internet, leaving value in the hands of consumers and operational businesses rather than raw model hosts. Read more →
  • Quantum computers operate at clock speeds measured in hundreds or thousands of hertz, whereas classical silicon chips run at multiple gigahertz. Read more →
  • Martin Shkreli predicts Nvidia flagships like the H100 and B200 will sit in the scrap heap within twenty years, replaced by optical architectures. Read more →

5 articles from this episode

More All-In Podcast episodes

Every All-In Podcast episode we cover →

The Sunday Email

Get next Sunday's issue in your inbox.

10+ hours of podcasts, distilled into one 5-minute read. Free, every Sunday.

Newsletters

For now, every subscriber gets both newsletters. No spam. Unsubscribe with one click.