AI Eats the World? A Reality Check with Benedict Evans
Erik Torenberg speaks with tech analyst Benedict Evans about the current state of AI, what has changed over the past year, and which questions remain unanswered.
The conversation covers coding agents, foundation models, AI infrastructure spending, software economics, and the tension between today's AI excitement and the long-term realities of technology adoption. Evans discusses why coding has emerged as AI's first breakout use case, how previous platform shifts can help frame the current moment, and why many of the most important questions about AI remain unresolved.
Along the way, they explore the future of software, enterprise adoption, consumer behavior, and whether AI models ultimately capture value themselves or become infrastructure for the next generation of applications.
Resources:
Follow Benedict Evans on X: https://x.com/benedictevans
Follow Erik Torenberg on X: https://x.com/eriktorenberg
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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
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A rational conversation on where AI is actually going | Benedict Evans
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
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Episode transcript: https://www.lennysnewsletter.com/p/a-rational-conversation-on-where
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Archive of all Lenny's Podcast transcripts: https://www.dropbox.com/scl/fo/yxi4s2w998p1gvtpu4193/AMdNPR8AOw0lMklwtnC0TrQ?rlkey=j06x0nipoti519e0xgm23zsn9&st=ahz0fj11&dl=0
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Where to find Benedict Evans:
• LinkedIn: https://www.linkedin.com/in/benedictevans
• Newsletter: https://www.ben-evans.com/newsletter
• Website: https://www.ben-evans.com
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Where to find Lenny:
• Newsletter: https://www.lennysnewsletter.com
• X: https://twitter.com/lennysan
• LinkedIn: https://www.linkedin.com/in/lennyrachitsky/
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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
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Referenced: https://www.lennysnewsletter.com/p/a-rational-conversation-on-where
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Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.
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Lenny may be an investor in the companies discussed.
To hear more, visit www.lennysnewsletter.com
Balaji & Benedict Evans: When Tech Breaks Industries
This episode originally appeared on the Network State Podcast. Balaji Srinivasan and Benedict Evans sit down in Singapore for a wide-ranging conversation on the mechanics of disruption. Evans, a former Andreessen Horowitz partner who now writes one of tech's most-read newsletters, argues that the conversation about any technology peaks during the transition—not at 0% or 100% adoption. They cover AI's real capabilities and limits, the politics of technological disruption, why crypto's killer metric is block space, and what smart glasses, elevator attendants, and the elephant graph reveal about how change works.
Resources:
Follow Benedict Evans on LinkedIn: https://www.linkedin.com/in/benedictevans/
Check out Benedict’s Newsletter: https://www.ben-evans.com/newsletter
Follow Balaji Srinivasan on X: https://x.com/balajis
Check out Network State Podcast: https://www.youtube.com/@nspodcast
High Output Management: https://www.amazon.com/High-Output-Management-Andrew-Grove-ebook/dp/B015VACHOK/
eHang: https://www.youtube.com/watch?v=nUTu4_8QznE
The Deep Research Problem: https://www.ben-evans.com/benedictevans/2025/2/17/the-deep-research-problem
ARC AGI: https://arcprize.org/arc-agi
Uber and Airbnb didn't sell software: https://www.ben-evans.com/benedictevans/2025/3/14/what-kind-of-disruption
AI Use cases: https://www.ben-evans.com/benedictevans/2024/4/19/looking-for-ai-use-cases
Stablecoin surpasses Visa & Mastercard: https://crypto.news/ark-invest-stablecoin-transaction-value-in-2024-surpasses-visa-and-mastercard/
Senate passes stablecoin bill: https://www.reuters.com/sustainability/boards-policy-regulation/us-senate-passes-stablecoin-bill-milestone-crypto-industry-2025-06-17/
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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see
http://a16z.com/disclosures
.
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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
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AI Eats the World: Benedict Evans on the Next Platform Shift
AI is reshaping the tech landscape, but a big question remains: is this just another platform shift, or something closer to electricity or computing in scale and impact? Some industries may be transformed. Others may barely feel it. Tech giants are racing to reorient their strategies, yet most people still struggle to find an everyday use case. That tension tells us something important about where we actually are.
In this episode, technology analyst and former a16z partner Benedict Evans joins General Partner Erik Torenberg to break down what is real, what is hype, and how much history can guide us. They explore bottlenecks in compute, the surprising products that still do not exist, and how companies like Google, Meta, Apple, Amazon, and OpenAI are positioning themselves.
Finally, they look ahead at what would need to happen for AI to one day be considered even more transformative than the internet.
Timestamps:
0:00 – Introduction
0:17 – Defining AI and Platform Shifts
1:50 – Patterns in Technology Adoption
6:04 – AI: Hype, Bubbles, and Uncertainty
13:25 – Winners, Losers, and Industry Impact
19:00 – AI Adoption: Use Cases and Bottlenecks
24:00 – Comparisons to Past Tech Waves
32:00 – The Role of Products and Workflows
40:00 – Consumer vs. Enterprise AI
46:00 – Competitive Landscape: Tech Giants & Startups
51:00 – Open Questions & The Future of AI
Resources:
Follow Benedict on LinkedIn: https://www.linkedin.com/in/benedictevans/
Stay Updated:
If you enjoyed this episode, be sure to like, subscribe, and share with your friends!
Find a16z on X: https://x.com/a16z
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Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711
Follow our host: https://x.com/eriktorenberg
Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see http://a16z.com/disclosures.
Stay Updated:
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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
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Amazon's Ad Business Soars + AI APIs — With Benedict Evans
Benedict Evans is a star tech analyst who’s spent years at Andreessen Horowitz and is now independent. Evans joins Big Technology Podcast to highlight some big, surprising new shifts in the tech industry, which he covers in a new presentation called the New Gatekeepers. In this episode, we discuss how media and retail are blending, with a focus on Amazon's ad business. Stay tuned for the second half, where Evans goes into depth about the potential for AI APIs, especially ChatGPT's.
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Questions? Feedback? Write to: bigtechnologypodcast@gmail.com
You can find Evans' presentation here.
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EP 17: Benedict Evans on State of Tech, and Alexis Gay on the Risk in Leaving it All Behind for Comedy
0:30 – Traveling
2:51 – Welcome Ben Evans
11:07 – Past and Future of Tech
30:06 – Elon and Twitter
39:43 – What’s Really Regulated
57:52 – Welcome Alexis Gay
59:56 – From Tech to Comedy
1:02:58 – Twitter Experience
1:14:08 – Breaking Into YouTube
1:23:28 – Importance of Structure
1:29:12 – Starting Podcasting
1:33:04 – Redefining Success
1:37:34 – Figuring Out What Works
1:45:24 – Getting a Fund
1:49:23 – The Tech Ecosystem
Executive Producer: Rashad Assir
Producer: Leah Clapper
Mixing and editing: Justin Hrabovsky
Check out Unsupervised Learning, Redpoint's AI Podcast: https://www.youtube.com/@UCUl-s_Vp-Kkk_XVyDylNwLA
🎥 Subscribe on YouTube: https://www.youtube.com/channel/UCugS0jD5IAdoqzjaNYzns7w?sub_confirmation=1
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About the Show
Logan Bartlett is a Software Investor at Redpoint Ventures - a Silicon Valley-based VC with $6B AUM and investments in Snowflake, DraftKings, Twilio, and Netflix. In each episode of The Logan Bartlett Show, we sit down with the people behind today’s most important startups and extract the tactics, lessons, and frameworks they’ve learned the hard way. Conversations span hiring to GTM, product, growth, fundraising and everything in between - collectively forming the ultimate playbook to make you a better CEO, investor or board member.
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Tesla and the Nature of Disruption
In this re-run from September 2018, Benedict Evans and Steven Sinofsky talk all about Tesla — and more broadly, the nature of disruption overall. How disruptive is Tesla really, and what exactly are they disrupting — from the dashboard to car makers to vendors to energy source to autonomy overall?
The tech industry is littered with leading innovators... who nonetheless failed to be the dominant leader in the end. So the question should be, is this new thing fundamentally difficult for the incumbent to do, and how does it relate to market dominance? Which of these things are important in order for Tesla to be the new BMW or the new GM? Looking back at other examples historically (Microsoft, GM's Saturn Brand, and of course the iPhone), what kind of disruption matters most for market dominance? And what is the long view of how software is eating transportation?
Stay Updated:
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Listen to the a16z Show on Spotify
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Follow our host: https://twitter.com/eriktorenberg
Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
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What matters in tech according to Benedict Evans
*Warning* Explicit language used in the episode.
Benedict Evans, long-time technology analyst and occasional VC at firms such as Andreessen Horowitz, is well-known for his analysis of mobile, media and technology trends. He writes a popular weekly newsletter on the most important happenings in tech and he is also famous for his annual presentations that analyze macro and strategic trends in the tech industry.
He’s a voice of reason trying to sort out the technology issues of the day. In this episode of The Robot Brains, he sits down with Pieter to discuss his opinion on the label of "AI", areas of business that ML is adding real value, and his predictions for the future.
| SUBSCRIBE TO THE ROBOT BRAINS PODCAST TODAY | Visit therobotbrains.ai and follow us on YouTube TheRobotBrainsPodcast, Twitter @therobotbrains, and Instagram @therobotbrains.
| Host: Pieter Abbeel | Executive Producers: Alice Patel & Henry Tobias Jones | Audio Production: Kieron Matthew Banerji | Title Music: Alejandro Del Pozo
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Apple Nears $3 Trillion + The Truth About Web3 — With Benedict Evans
Benedict Evans is an independent analyst who covers big tech and the broader technology landscape. He joins Big Technology Podcast to discuss Apple's move to $3 trillion, how the rest of the Big Tech companies stack up, what Web3 is really all about, and his former employer Andreessen Horowitz. Stick around for the third segment where he answers questions from Twitter.
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(TWTR SPC) That Feeling When You Almost Buy The Constitution
The legendary tech analyst and general deep-thinker @benedictevans comes on to discuss this essay about the state of the Metaverse right now. Then, several members of the ConstitutionDAO team come on to tell us the behind the scenes of all that historic event at Sotheby's all went down last week. Featuring: @sadlyoddisfying, @youfoundanisha, @julianweisser, @RobbieHeeger, @ciaomack, @kyle_billings
Sponsors:
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