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Benedict Evans

Independent Technology Analyst

Search every verified Benedict Evans interview, podcast appearance, and on-the-record quote — each transcript cross-checked by AI and human review to confirm speaker identity. Benedict Evans, an independent technology analyst, delivered a keynote titled "AI Is Eating the World" at hx Live NYC 2026 on September 25, 2026, and appeared on the AI & Tech Sandbox podcast on September 21, 2026. In these appearances, he discussed the current state of AI adoption, comparing it to earlier platform shifts such as the internet and mobile. He argued that initial efforts to integrate AI, such as providing employees with tools like Copilot, have not yet led to broad business transformation, and he suggested that organizations are still in an early phase akin to the internet's early days in 1997. He also noted that major technology companies are projected to spend over $700 billion on capital expenditures this year, with the figure potentially approaching $1 trillion when including other players, and he discussed the possibility of either a pricing collapse or increased demand as AI models evolve. Evans also addressed the impact of AI on consumer behavior and business software. He stated that AI is likely to become another channel for discovery and recommendations rather than replacing existing interfaces entirely, and he highlighted the potential for AI to enable new types of questions and analysis that current systems like SAP or Excel cannot handle. He emphasized the importance of integrating disparate data systems through a semantic layer, noting that many large companies have delayed organizing their data and that AI may now provide a stronger incentive to do so.

Recent appearances

  • Benedict Evans: AI Is Eating the World | hx Live NYC 2026 Keynote

    Independent tech analyst Benedict Evans opens hx Live NYC 2026 with his keynote, AI Is Eating the World. For 20 years Benedict has tracked the major platform shifts in tech: mobile, cloud and now AI. Drawing on his latest "AI Eats the World" report, he explains where we really are in the AI adoption cycle, what past platform shifts tell us about what happens next, and what it all means for commercial insurance. Speaker: Benedict Evans, Independent Tech Analyst hx Live NYC brings together pricing and underwriting leaders from US commercial and specialty carriers to explore what it takes to p…

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  • The S-Curve of AI & Tech Adoption | Benedict Evans, Independent Analyst | AI & Tech Sandbox

    What happens after AI helps us do the same things faster? That’s where the more interesting questions begin. George Popstefanov sits down with Independent Analyst Benedict Evans on our podcast to explore where AI is really heading. From the economics of foundation models and trillion-dollar infrastructure investment to organizational transformation and entirely new ways of working, they unpack what this technology shift could mean for businesses. Because the biggest opportunity may lie in what AI makes possible that we haven't thought to ask for yet. Stay in the loop: AI & Tech Sandbox…

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  • A rational take on tech | Benedict Evans - Tech Analyst & Fmr A16z Partner

    Benedict Evans is a tech analyst and former partner at A16z. His newsletter with rational takes on tech goes out to over 175k people. In amongst the noise around AI and the tech industry more broadly, Benedict has built a reputation for high quality, level headed analysis. I sat down with Benedict to discuss topics such as The current state of technology and ongoing platform shifts Whether this time is truly different or not Historical comparisons of technological revolutions Challenges in predicting AI's future trajectory Silicon Valley’s naivety about the world The cultural and philosoph…

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  • The Honest Truth About AI, Jobs and Enterprise | Benedict Evans

    Every 10 to 15 years, technology goes through a platform shift. Mainframes. PCs. The web. Smartphones. Each created new winners and losers, then became invisible. Chapters: 0:00 If your work is the average, it gets automated 1:59 Platform shifts: mainframes, PCs, web, smartphones 3:18 Why this time the science is not understood 7:10 Forcing new tools into old ways of working 9:04 The barcode lesson from US supermarkets 12:43 A century of automating accounting, and more accountants 15:01 When a modern rival rebuilds your whole company 16:42 Two hundred years of automating average work 18:01 Is…

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  • Top AI Analyst Unpacks Today's AI Hype Cycle

    Benedict Evans, one of tech's most widely-read analysts, joins Jacob Effron. The conversation centers on Benedict's core thesis that comparing AI's scale to past platform shifts (the internet, mobile, PCs) is analytically useless, and that the more productive move is studying how those previous technologies actually evolved economically to reason about where AI's value will accrue. He argues the one genuine difference this time is that we don't know AI's physical or scientific limits, unlike past shifts where the boundaries were at least knowable, and that this uncertainty is what fuels both A…

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  • AI Eats the World - Benedict Evans | Chargebee Beelieve '26 | SF

    Recorded live at Beelieve '26 — Chargebee's annual conference for operators building and scaling AI-era business models. 📍 April 15–16, 2026 | Fort Mason, San Francisco Benedict Evans opened the Beelieve '26 San Francisco mainstage with a data-driven look at where we actually are in the AI transition — cutting through the hype to map what is genuinely changing, what is overstated, and what it means for how companies will grow and compete over the next five years. What's covered: Where We Are in the AI Transition — An honest assessment of the AI platform shift: what has already changed struc…

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  • If AI Models Have No MOAT, What Are Investors Buying? with Benedict Evans

    Fresh out of the studio, Benedict Evans, independent technology analyst and author of AI Eats the World, returns to explore whether the AI model layer is becoming commodity infrastructure. Benedict argues there is no winner-takes-all effect in models yet, drawing parallels to telecoms, cloud, chips and the fiber bubble to ask where durable value actually accrues when everyone runs similar infrastructure on similar tokens. He unpacks why the chatbot remains a poor interface, introduces the "blank screen" and "jagged frontier" problems that keep software companies alive, and explains why large l…

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  • AI Eats the World — Benedict Evans | SuperAI 2026

    Benedict Evans unpacks how AI is reshaping software, companies and markets, and what happens when intelligence becomes a platform layer across the economy. Speaker: Benedict Evans Stage: Plaud Main Stage Recorded at SuperAI Singapore, 10 June 2026 Learn more about SuperAI: https://superai.com Follow us on X: https://x.com/superai_conf

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  • Foundation Models are a Commodity | Benedict Evans on a16z

    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 exp…

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  • The most rational take on AI you’ll hear this year

    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” f…

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  • AI eats the world | Benedict Evans at NashTech Connect

    Technology analyst Benedict Evans takes the stage at NashTech Connect to explore the forces reshaping business and society. Blending market insight with practical examples, he looks beyond headlines to examine how AI is influencing products, industries and the way organisations make strategic decisions. More readings on AI vision: https://eu1.hubs.ly/H0x3rWK0 Key highlights: 00:56 – AI as the next major technology platform shift 03:20 – Why Big Tech is investing billions in AI infrastructure 06:49 – The race to build the next generation of AI models 11:12 – Where AI adoption is happening f…

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  • AI: Intelligent until Proven? Benedict Evans on Hallucinating Mirrors

    *What if AI isn't coming — what if it's been disappearing into your life for 40 years?* 👉 Follow Ex Nihilo on Substack — free: https://martinburckhardt.substack.com Okay so most people are still asking when AI will arrive. But here's what tech analyst Benedict Evans noticed: AI is whatever doesn't work yet. The moment it works — speech recognition, image search, recommendation engines — we stop calling it AI. We call it software. Then we forget it's even there. Which means the thing everyone's waiting for already happened. Multiple times. And it's about to happen again — but not the way any…

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Verified interview transcripts

Notable quotes

“The one thing we know about crunches is that they tend to be followed by gluts. So that may pass out on the left into the capex catches up and the models become increasingly commoditized and you have a pricing collapse. The other alternative is it may be that you get positive price elasticity as more supply rises more demand follows and the models themselves manage to avoid becoming commodities and manage to move up ”

“This year those big four companies combined will spend something over 700 billion on capex up from less than 100 a couple of years ago. And that's just those four. Add in Oracle and China and you probably get to closer to a trillion dollars this year. Just for comparison, this is not out of scale for what global infrastructure heavy businesses spend. Telecoms globally is about $300 billion. Oil and gas is close to a ”

“I think the answer is yes, both. One of the ways I would think about this is that any big company you've got your big iron systems, you've got your SAP and Salesforce and Workday and so on, and then you've got hundreds of vertical tools, hundreds of SaaS apps, probably hundreds of tools you've built internally as well, and then you've got in the middle you've got Excel and email and shared folders. And there's always”

“The problem is it's different every time. And, you know, part of the point of the, you know, the line, you know, this time is different is every bubble is different. Like the dot-com bubble was different from every previous bubble. If this is a bubble now, it is clearly, whatever it is, it's clearly different to the dot-com bubble. Um you know, we're not, you know, we built out fiber in advance of demand. This is bei”

“I think the kind of the long-term question really is do the models become interchangeable commodities where there are hundreds of them at many different places on the price performance curve, where there are many providers, so you don't have much price discipline and things are sold at marginal cost. Um, in which case this kind of looks like databases. Like how many databases are there in the world? I don't know. I d”

“The way to think about it is that up until now our data center business has been almost entirely GPUs. Vera is our CPU, and you know what's really exciting is that Vera opens a brand new 200 billion TAM for NVIDIA, a market we have never addressed before, and every major hyperscaler is partnering with us to get it deployed, and that's huge for the company because for the first time we have a second engine of that sca”

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