# AI use reveals more than public opinion polls

Markdown copy of https://realalpha.app/s/ai-use-reveals-more-than-public-opinion-polls/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

- Speaker: [Marc Andreessen](https://realalpha.app/people/marc-andreessen/) · Marc Andreessen is cofounder of a16z. · Co-founded Netscape and co-created Mosaic, then co-founded a16z, a venture firm backing AI, crypto and frontier tech.
- Host: [Erik Torenberg](https://realalpha.app/people/erik-torenberg/) · General partner, Andreessen Horowitz · Helped build Product Hunt; founded On Deck, Village Global and Turpentine.
- Show: a16z Podcast
- Episode: [Marc Andreessen's 2026 Outlook: AI Timelines, US vs. China, and The Price of AI](https://realalpha.app/v/xRh2sVcNXQ8/), Jan 7, 2026
- Moment: 1:12:23 to 1:15:27 of the episode (3 min), playing on https://realalpha.app/s/ai-use-reveals-more-than-public-opinion-polls/; the episode from there: https://realalpha.app/v/xRh2sVcNXQ8/?t=4343

## Quote

> “If you watch the revealed preferences, **they're all using AI**.”
> — [Marc Andreessen](https://realalpha.app/people/marc-andreessen/) at [1:13:46](https://realalpha.app/v/xRh2sVcNXQ8/?t=4426) · a16z Podcast

## Takeaways

1. Surveys show more alarm than everyday behavior does.
2. People already use AI for work, health, and relationships.
3. Adoption may continue despite public anxiety.

## About this segment

Marc Andreessen contrasts survey respondents’ fears about AI with their everyday use of it. He argues that behavior is a better guide to adoption than stated opinions.

From “Marc Andreessen's 2026 Outlook: AI Timelines, US vs. China, and The Price of AI”, Jan 7, 2026. [Watch the full episode](https://realalpha.app/v/xRh2sVcNXQ8/)

## Transcript

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.

[1:12:28](https://realalpha.app/v/xRh2sVcNXQ8/?t=4348) social science question, which is like, okay, if you want to understand basically, you know, patterns of people, there's basically two ways to understand what people are doing and thinking. One is to ask them, and then the other is to watch them. And like every social Every social scientist, like every sociologist will tell you this, which basically is you can ask people, right? And the way you do that, right, is like, you know, surveys, focus groups, polls, you know, what they think.

[1:12:56](https://realalpha.app/v/xRh2sVcNXQ8/?t=4376) But then you can watch them and you can do what's, you know, called reveal preferences or just observe behavior. Because you can actually watch their behavior. And what you often see in many areas of human activity, including politics and many different aspects of society and culture over time, is the answers that you get when you ask people are very different than the answers that you get when you watch them.

[1:13:12](https://realalpha.app/v/xRh2sVcNXQ8/?t=4392) um and and the reason is because like i mean you could have a bunch of theories as to why this is the marxists claim that people have false consciousness the the the somewhat the explanation i believe is just people have opinions on all kinds of things particularly when they're in a context where they get to express themselves um and they'll have a tendency to kind of express themselves in very heated ways and then if you just watch their behavior they're often a lot calmer um and a lot more measured and a lot more rational in what they do and so the AI, that's playing out on AI right now, which is if you pull, if you run a survey or a poll of what, for example, American voters think about AI, it's just like, they're all in a total panic.

[1:13:46](https://realalpha.app/v/xRh2sVcNXQ8/?t=4426) It's like, oh my God, this is terrible. This is awful. It's going to kill all the jobs, going to ruin everything, the whole thing. If you watch the revealed preferences, they're all using AI. They're like, they're downloading the apps. They're using ChatGPT in their job. They're, you know, having an argument. You see this online all the time now. I'm having an argument with my boyfriend or girlfriend.

[1:14:06](https://realalpha.app/v/xRh2sVcNXQ8/?t=4446) I don't understand what's happening. I take the text exchange, I cut and paste it into ChatGPT and I have ChatGPT explain to me what my partner is thinking and tell me how I should answer so that he's, you know, he or she is not mad at me anymore, right? So, or like, you know, I have this thing, you know, I have a skin, you know, I have a skin condition and doctors, you know, and dah, dah, dah, dah, dah, and I take a photo and I'm finally like learning about my own health or I use it in my job.

[1:14:26](https://realalpha.app/v/xRh2sVcNXQ8/?t=4466) Like I, you know, I had to get this report ready for Monday morning and I ran out of time and like, you know, ChatGPT really saved my bacon. And so people in their daily lives are, I would, you know, just, you just look at the, just look at the data. It's just like they are not only using this technology, they love this technology, um, and they love it and they're adopting as fast as they possibly can. And so I, I tend to think we're going to pick with the public discussion, this is going to ping pong back and forth for a while, because there is this divergence between what people are saying, what people are doing. Um, but, but I do think that the, what people are doing part is, is, is obviously the part, the part ultimately that wins. And, and I, and I think this, by the way, I think this technology is going to be exactly the

[1:15:00](https://realalpha.app/v/xRh2sVcNXQ8/?t=4500) same as every other one, um, which is the thing that's going to happen here is this is just going to proliferate really broadly. It's going to freak everybody out. And then, you know, 20 years from now, everybody's going to be like, oh, thank God we've got it. Like, wouldn't life be miserable if we didn't have this? And, or, you know, five years from now or one year from now, you know, people are going to reach that conclusion. So I'm very optimistic about where this lands. It's just that, you know, there will be turbulence along the way. I'm smiling because I also witnessed that in the