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A rational conversation on where AI is actually going | Benedict Evans

Shownote

Benedict Evans is an independent analyst and former partner at Andreessen Horowitz, where he spent years as their in-house “thinker” tracking the most important technology trends. For the past six years, he’s been publishing deeply researched presentations on where tech is heading, most recently focused on AI’s transformation of the economy. His work is read by founders, investors, and operators trying to make sense of a noisy field. His most controversial opinion: AI is as big a deal as the internet or mobile—and only as big. In our in-depth conversation, we discuss: 1. Why we’re in “1997” for AI—early, exciting, and deeply uncertain about what comes next 2. Where value will actually accrue in the AI stack 3. The anti-AI backlash, and where it may lead 4. The surprising boom in consulting and professional services at AI companies 5. Why distribution is becoming the ultimate moat as software gets easier to build 6. Why the right question about your job isn’t “What percent can AI do?” but “Is this a task or a job?” 7. Why things will probably be okay—and what you need to do to prepare — Brought to you by: WorkOS [https://workos.com/lenny]—Make your app enterprise-ready, with SSO, SCIM, RBAC, and more: https://workos.com/lenny [https://workos.com/lenny] Vanta [https://vanta.com/lenny]—Automate compliance, manage risk, and accelerate trust with AI: https://vanta.com/lenny [https://vanta.com/lenny] — Episode transcript: https://www.lennysnewsletter.com/p/a-rational-conversation-on-where [https://www.lennysnewsletter.com/p/a-rational-conversation-on-where] — Archive of all Lenny's Podcast transcripts: https://www.dropbox.com/scl/fo/yxi4s2w998p1gvtpu4193/AMdNPR8AOw0lMklwtnC0TrQ?rlkey=j06x0nipoti519e0xgm23zsn9&st=ahz0fj11&dl=0 [https://www.dropbox.com/scl/fo/yxi4s2w998p1gvtpu4193/AMdNPR8AOw0lMklwtnC0TrQ?rlkey=j06x0nipoti519e0xgm23zsn9&st=ahz0fj11&dl=0] — Where to find Benedict Evans: • LinkedIn: https://www.linkedin.com/in/benedictevans [https://www.linkedin.com/in/benedictevans] • Newsletter: https://www.ben-evans.com/newsletter [https://www.ben-evans.com/newsletter] • Website: https://www.ben-evans.com [https://www.ben-evans.com] — Where to find Lenny: • Newsletter: https://www.lennysnewsletter.com [https://www.lennysnewsletter.com] • X: https://twitter.com/lennysan [https://twitter.com/lennysan] • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ [https://www.linkedin.com/in/lennyrachitsky/] — In this episode, we cover: (00:00) Introduction to Benedict Evans (02:19) What people aren’t pricing in about AI’s impact (06:24) Why we’re in the 1997 moment of AI (09:44) The unexpected boom in professional services and consultants (17:44) Why distribution is becoming the ultimate moat (23:17) The coming job transformation: what’s real vs. panic (27:33) Why AGI definitions keep shifting (38:11) Where value will accrue: models vs. applications (42:55) Distribution wars: Google, Meta, Apple, and OpenAI (48:12) The anti-AI sentiment and backlash (53:11) How to raise kids in an AI future (58:27) What jobs to steer toward or away from (59:20) The question nobody’s asking about AI (1:06:25) How to be successful in this coming future (1:08:43) AI corner (1:11:43) Lightning round — Referenced: https://www.lennysnewsletter.com/p/a-rational-conversation-on-where [https://www.lennysnewsletter.com/p/a-rational-conversation-on-where] — Production and marketing by https://penname.co/ [https://penname.co/]. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com [podcast@lennyrachitsky.com]. — Lenny may be an investor in the companies discussed. To hear more, visit www.lennysnewsletter.com [https://www.lennysnewsletter.com?utm_medium=podcast&utm_campaign=show-notes-no-free-preview-language]

Highlights

In this episode, independent analyst Benedict Evans offers a grounded perspective on the current state of AI, arguing that we are in an early '1997' phase of development. He discusses where value will actually accrue in the AI stack, the nature of the anti-AI backlash, and why distribution is becoming the ultimate competitive advantage.
00:00
Engage with AI rather than oppose it
02:23
We are in an early '1997' phase where most applications are unbuilt.
06:25
Software developers see a transformative shift
15:22
The value isn't in the deck but in the human insight.
17:45
Automation historically leads to overall societal wealth and new roles
25:38
AI is whatever machines can't do yet.
29:56
Technology creates more value and new jobs.
38:12
Model companies are undifferentiated commodity providers
42:56
Distribution of adequate products matters more than technical superiority.
48:12
Water consumption is only 0.017% of U.S. total
56:05
Technology can ruin lives through bugs and false accusations
58:27
Develop a mix of skills, things you're good at, and things people will pay for
1:04:15
Radical uncertainty demands humility in predictions.
1:06:26
Dive in and learn to use AI
1:08:43
AI prefers art over menial work
1:14:08
It'll probably be okay.

Chapters

Introduction to Benedict Evans
00:00
What people aren’t pricing in about AI’s impact
02:19
Why we’re in the 1997 moment of AI
06:24
The unexpected boom in professional services and consultants
09:44
Why distribution is becoming the ultimate moat
17:44
The coming job transformation: what’s real vs. panic
23:17
Why AGI definitions keep shifting
27:33
Where value will accrue: models vs. applications
38:11
Distribution wars: Google, Meta, Apple, and OpenAI
42:55
The anti-AI sentiment and backlash
48:12
How to raise kids in an AI future
53:11
What jobs to steer toward or away from
58:27
The question nobody’s asking about AI
59:20
How to be successful in this coming future
1:06:25
AI corner
1:08:43
Lightning round
1:11:43

Transcript

Benedict Evans: My most controversial opinion is that I think that AI is as big a deal as the internet or mobile, and only as big a deal as the internet or mobile. Lenny Rachitsky: What's your gist on the coming jobpocalypse? Benedict Evans: Every time w...