BULLISHIn depth · 4/5

Durable AI bets: infrastructure and data flywheels

The investment thesis presented is to back durable AI companies building multi-purpose infrastructure or those creating defensible data flywheels.

Songyee Yoonon Masters in Business

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The story so far

REVIVED · 44 MENTIONS · 33 EPISODES · 17 SHOWS

12 SEP 2025 — 13 AUG 2026 · 5D AGO

19 SUPPORT · 4 CHALLENGE · 4 UPDATE · 2 REPEAT · 15 MENTIONED

12 SEP 2025 · FIRST HEARD
THE BUSINESS BREW
- AI makes legacy software hard to underwrite
17 EPISODES BETWEEN · 27 MENTIONS
1. 15 OCT 2025
  THE BUSINESS BREW
  - Life sciences offer more comfortable sizing than AI
2. 17 DEC 2025
  THE TIM FERRISS SHOW
  - Angel invest in AI-enabled vertical experts
3. 18 FEB 2026 · CHALLENGES
  THE COMPOUND AND FRIENDS
  - Vertical software faces AI pincer move
4. 26 FEB 2026
  THE ACQUIRERS PODCAST
  - Subscription contract length as a power gauge
5. 27 FEB 2026 · CHALLENGES
  THE MEB FABER SHOW
  - AI disrupts software's high-switching-cost moat
6. 3 MAR 2026
  YET ANOTHER VALUE PODCAST · 3 MENTIONS
7. 4 MAR 2026
  THE COMPOUND AND FRIENDS
  - Vertical software resilient to AI disruption
8. 9 MAR 2026
  THE TWENTY MINUTE VC
  - The 'winner-take-most' framing is overly simplistic
9. 10 MAR 2026
  GOLDMAN SACHS EXCHANGES
  - M&A as a key playbook for software incumbents
10. 16 MAR 2026
  THE TWENTY MINUTE VC · 6 MENTIONS
11. 18 MAR 2026 · CHALLENGES
  MONETARY MATTERS WITH JACK FARLEY
  - Vertical SaaS vulnerable to AI disruption
12. 19 MAR 2026 · UPDATES
  THE ACQUIRERS PODCAST
  - Vertical software resilient to AI disruption
13. 19 MAR 2026
  ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG
  - Application layer moat: deep vertical specialization
14. 21 MAR 2026
  THE POMP PODCAST · 2 MENTIONS
  - AI disruption erodes software moats
  - Incumbent software moat vs. AI-native disruption
15. 26 MAR 2026
  THE TWENTY MINUTE VC · 2 MENTIONS
  - Installed base as a trap for incumbents
  - AI apps' large TAM precludes acquisition by incumbents
16. 26 MAR 2026
  THE BUSINESS BREW · 2 MENTIONS
  - SaaS sell-off overdone, incumbents have AI advantage
  - Preference for infrastructure and vertical software over apps
17. 28 MAR 2026
  THE POMP PODCAST
  - Software moats are dead in the AI era
3 APR 2026
MASTERS IN BUSINESS
- Durable AI bets: infrastructure and data flywheels · THIS IDEA
8 EPISODES BETWEEN · 9 MENTIONS
1. 3 APR 2026
  ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG
  - Tech multiple compression as AI giants IPO
2. 9 APR 2026
  EXCESS RETURNS
  - Application layer: winners are hard to pick early
3. 15 APR 2026
  WEALTHION - BE FINANCIALLY RESILIENT
  - AI as both a threat and an aid to software firms
4. 19 APR 2026
  A16Z PODCAST
  - AI erodes traditional SaaS moats
5. 20 APR 2026
  THE TWENTY MINUTE VC
  - AI shifts software value to the API layer
6. 23 APR 2026
  THE TWENTY MINUTE VC
  - Payroll software resilient to AI disruption
7. 23 APR 2026
  A16Z PODCAST
  - Vertical software's moat against AI disruption
8. 3 AUG 2026 · 2W AGO · UPDATES
  THE TWENTY MINUTE VC · 2 MENTIONS
  - Model labs moving up the application stack
  - SaaS apocalypse overstated due to entrenchment
8 AUG 2026 · 1W AGO · UPDATES
ALL-IN WITH CHAMATH, JASON, SACKS & FRIEDBERG
- Enterprise SaaS moats protect against AI disruption
11 AUG 2026 · 1W AGO
BANKLESS
- AI's potential collapse of traditional software stacks
11 AUG 2026 · 1W AGO
THOUGHTFUL MONEY
- SaaS apocalypse narrative is misguided
11 AUG 2026 · 1W AGO
EXCESS RETURNS
- Traditional enterprise application software in trouble
12 AUG 2026 · 6D AGO
A16Z PODCAST
- Pure SaaS faces existential threat from AI
13 AUG 2026 · 5D AGO
THE TWENTY MINUTE VC
- SMB software faces intense low-end AI competition

HOW THE SHOWS HAVE DISCUSSED THIS THESIS OVER TIME · NOT A PERFORMANCE RECORD