/AI6h ago

Analysis of 25,000 YouTube and TikTok videos finds pro-AI content outnumbers anti-AI content 3-to-1 by reach

Story Overview

A claimed scan of 25,000 TikTok and YouTube videos points to AI-embracing clips outpacing explicit resistance by a three-to-one reach margin, with everyday posts leaning into memes, creative tools, and job aids while pushback stays narrow. Princeton researcher Arvind Narayanan flagged the split against elite and polling narratives, yet no methodology, sampling frame, or primary report has surfaced to anchor the numbers.

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Andy Hall
Nitasha Tiku
Andrew Mayne
Arvind Narayanan#130
Original postNitasha Tiku#1651
Andy Hall@ahall_research

The popular conversation around AI in America looks nothing like the narratives the elites are driving.

For our new research, we analyzed 25,000 TikTok and YouTube videos about AI---and watched thousands of them ourselves---to understand how Americans are encountering AI in their everyday lives.

Despite an elite conversation focused largely on backlash, AI videos embracing AI outnumber videos about resisting AI 3 to 1.

These "adopter" videos don't focus on the things elites talk about: they talk about funny memes and effects AI can help make and ways you can use AI to help you with your job search.

There is a significant and organized social media community focused on resisting AI, but surprisingly, it's not mainly about job loss, data centers, or existential risk. Instead, it's about creative theft and the erosion of human-made art. This has all the hallmarks of a genuine movement---with organized efforts to support human artists, to report AI-generated content, and to oppose the technology in the real world.

All in all, when we look past the efforts of the labs and the media to impose a top-down narrative around job loss and existential risk, we find everyday Americans having a far different and in many ways more "normal" conversation (@random_walker)---one in which AI offers immediate and personal opportunities and challenges all at the same time.

Check out the full research piece, which is loaded with interesting real example videos, here:

https://freesystems.substack.com/p/memes-doom-how-tiktokers-and-youtubers

8:07 AM · Jun 9, 2026 · 23.7K Views
Open Question

What the ratio actually rests on

Without disclosed selection rules, coding process, or reach metrics the 3-to-1 figure floats unattached, leaving open whether the result holds across languages, time windows, or algorithm tweaks.

Public Pulse

Why the platform-to-elite gap matters

If the pattern holds it would show short-form users treating AI as a practical toy rather than a policy flashpoint, but the missing verification keeps any broader claim about public sentiment speculative for now.

Sentiment

Many users attacked the research claiming TikTok and YouTube AI videos outnumber resisters three to one as methodologically flawed or off-base, while others agreed with the adoption findings or praised related AI approaches.

Pos
35.4%
Neg
64.6%
26 comments with sentiment.
Cluster Engagement
Posts from X
Most Activity
Most Activity
VIEWS6.6KBOOKMARKS26LIKES34RETWEETS4REPLIES7
Arvind Narayanan@random_walker

This is a really excellent data analysis. One question it raises is how to square all the polling showing majority-negative sentiment toward AI with the finding in this post that there's a 3:1 ratio of AI-embracing to AI-resisting content (weighted by reach). A few possible ways: * Those who embrace AI are more likely to create / consume content about it than those who resist it (perhaps because AI itself makes it easier to make engaging content). * Polling reflects stated preferences, content creation/consumption reflects a mix of revealed and stated preferences, and usage reflects revealed preferences, so the three won't necessarily align. * There is actually no contradiction between adopting AI and resisting it. Many people are anxious or angry about AI's impacts, wish it didn't exist, and resent AI being shoved into everything, but at the same time see the benefits of using AI for entertainment or productivity.

Andy Hall@ahall_research

The popular conversation around AI in America looks nothing like the narratives the elites are driving.

For our new research, we analyzed 25,000 TikTok and YouTube videos about AI---and watched thousands of them ourselves---to understand how Americans are encountering AI in their everyday lives.

Despite an elite conversation focused largely on backlash, AI videos embracing AI outnumber videos about resisting AI 3 to 1.

These "adopter" videos don't focus on the things elites talk about: they talk about funny memes and effects AI can help make and ways you can use AI to help you with your job search.

There is a significant and organized social media community focused on resisting AI, but surprisingly, it's not mainly about job loss, data centers, or existential risk. Instead, it's about creative theft and the erosion of human-made art. This has all the hallmarks of a genuine movement---with organized efforts to support human artists, to report AI-generated content, and to oppose the technology in the real world.

All in all, when we look past the efforts of the labs and the media to impose a top-down narrative around job loss and existential risk, we find everyday Americans having a far different and in many ways more "normal" conversation (@random_walker)---one in which AI offers immediate and personal opportunities and challenges all at the same time.

Check out the full research piece, which is loaded with interesting real example videos, here:

https://freesystems.substack.com/p/memes-doom-how-tiktokers-and-youtubers

5hViews 6.6KLikes 34Bookmarks 26
Ted Lieu@tedlieu

@ahall_research Encountering and using AI is different than what a person may think about AI or data centers or job loss etc.

The public sentiment we are seeing regarding AI comes from straight forward polling questions, not from elite conversations.

59mViews 337Likes 13Bookmarks 1
Andrew Mayne@AndrewMayne

A really good look at how people on YouTube and TikTok are talking about AI.

It’s a very different conversation than the one we see inside X.

Andy Hall@ahall_research

The popular conversation around AI in America looks nothing like the narratives the elites are driving.

For our new research, we analyzed 25,000 TikTok and YouTube videos about AI---and watched thousands of them ourselves---to understand how Americans are encountering AI in their everyday lives.

Despite an elite conversation focused largely on backlash, AI videos embracing AI outnumber videos about resisting AI 3 to 1.

These "adopter" videos don't focus on the things elites talk about: they talk about funny memes and effects AI can help make and ways you can use AI to help you with your job search.

There is a significant and organized social media community focused on resisting AI, but surprisingly, it's not mainly about job loss, data centers, or existential risk. Instead, it's about creative theft and the erosion of human-made art. This has all the hallmarks of a genuine movement---with organized efforts to support human artists, to report AI-generated content, and to oppose the technology in the real world.

All in all, when we look past the efforts of the labs and the media to impose a top-down narrative around job loss and existential risk, we find everyday Americans having a far different and in many ways more "normal" conversation (@random_walker)---one in which AI offers immediate and personal opportunities and challenges all at the same time.

Check out the full research piece, which is loaded with interesting real example videos, here:

https://freesystems.substack.com/p/memes-doom-how-tiktokers-and-youtubers

5hViews 1.8KLikes 2Bookmarks 0
Lisa Rayle@lisarayle_

@ahall_research Interesting, and aligns with the “normal” people I know. I wonder what slice of the population watches these videos

5hViews 307Likes 2
Nirit Weiss-Blatt, PhD@DrTechlash

@ahall_research In your sample, "existential risk" gets to only 8% with 45 million views.

Please note that this sample of x-risk YouTube channels (without TikTok) got to more than a quarter of a billion views (271 million views).

So the "doom" share appears to be much higher.

4hViews 178Likes 6
Sean@sean_from_earth

I see a huge difference online vs offline.

Online it's like ww3, in real life (liberal family and friends), it's just not important enough to get very excited about. Most of them don't use it other than google.

The sci-fi author thing is funny actually. They should have read Nexus which did a great job of exploring the risks of wisely accessible tech vs even more risks of centralized control of it.

4hViews 22Likes 1
Andy Hall@ahall_research

@life2030com Thank you! Let me look into this. Is that TikTok or YouTube?

45mViews 13Likes 1
Andy Hall@ahall_research

Thanks! We measure at the video level not the channel level, and only in 2026. These channels include both doom and non-doom videos so we wouldn't want to count them all. That being said I'm sure we're missing a bunch of videos, both on the doom side and also on the non-doom side. Lots more to do to improve the measurement going forward.

4hViews 96Likes 3
Andy Hall@ahall_research

Yeah it’s a great question! Even though these videos get a lot of reach the vast majority of people won’t have seen any given one. Both because reach is generally modest and because social media viewing follows its own power law where most content is consumed by a smaller number of power users. An important point that @davidshor made to me

5hViews 264Likes 2
Đoc@ponzibaron

@ahall_research @jon_stokes This is why I think @OpenAI and @sama have hit a goldmine with fun “goblin” lore - instant win with the majority of users and a way to humanize them in an increasingly scary cohort of frontier labs

4hViews 117Likes 6
Nirit Weiss-Blatt, PhD@DrTechlash

@ahall_research Clearly, the measurement is different between the two lists (videos vs channels, timeframe, focus of overall analysis).

My point is that the x-risk content is increasingly "flooding the zone". And we should be aware of it, and address its problematic impact.

4hViews 31Likes 2
Andy Hall@ahall_research

@random_walker Yes these are super interesting ideas! In principle we can start to tease them apart with a survey that is linked to social media accounts. That would make for a super cool follow up.

5hViews 98Likes 2
Punished Himbo@Punished_HIMBY

@ahall_research Sounds like you have yr head up yr 🍑- bc culturally everyone is making fun of GenAI EXCEPT 'the elites' & linkedin lunatics such as yourself. Making statistics from YOUR OWN AI-loving algorithm doesn't prove anything, dipstick. Except that you have bad taste.

4hViews 63Likes 1
Ramez Naam@ramez

@sean_from_earth My Facebook feed has a lot of anti-AI sentiment. Liberal friends + sci fi authors.

4hViews 15Likes 2
Ben Schroeter@ben_schroeter

@ahall_research Great research, but there's an obvious sampling bias. Historically, the first major use-case of every new online technology has been porn/romance. It's hard to believe that's different this time.

3hViews 103
neil turkewitz@neilturkewitz

@random_walker Arvind, @ahall_research’s post is WAY off base. He says that concerns about artists’ rights “has all the hallmarks of a genuine movement—with organized efforts to support human artists, to report AI-generated content, & to oppose the technology in the real world.”

A thread…

5hViews 69
neil turkewitz@neilturkewitz

@random_walker @ahall_research First of all, it “has all the hallmarks of a genuine movement” because it is a genuine movement. I have been involved in public policy debates at the intersection of creativity & tech for 40 years, & have never witnessed such an organic, decentralized & natural phenomenon.

5hViews 33
Andy Hall@ahall_research

@tedlieu Agreed! In those polls AI isn’t even a top 20 issue in importance, though.

50mViews 25
Paulo Cesar Ferraro@CesarFerraro11

@ramez People who dislike AI will tend not to make videos about AI or watch videos about AI. It makes sense that AI content creators will mostly be people who are positive about AI, and that people who want to make content criticizing AI will mostly be talking about things like art.

3hViews 7Likes 1
Ramez Naam@ramez

@sean_from_earth Sci-fi writers, alas, seem largely skeptical of an morally opposed to LLMs.

3hViews 7Likes 1
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