The Public Backlash Against AI Can't Be Fixed with Fancy Messaging

In Brief

Public sentiment toward AI is souring fast: graduates booing AI at commencements, communities opposing data centers, and the federal government warning about anti-tech violence.

The industry is treating it as a messaging problem, but the backlash tracks a real shift in jobs and communities that will take more than a PR campaign to quell.

 

What Happened

AI's public image is deteriorating, and the people building it are starting to notice. In a piece titled "AI's Public Relations Emergency, Big Technology's Alex Kantrowitz pulled together a set of converging warning signs: college graduates booing commencement speakers at the mere mention of AI, and dismal new polling showing a vast majority of Americans oppose building data centers that power it.

Kantrowitz zeroed in on a demographic the industry can least afford to lose. "To reach people between the ages of 18 to 25, advertisers have long spent disproportionate sums of money," he wrote. "Young people make choices and develop loyalties that last a lifetime... artificial intelligence is now in a serious public relations emergency." He noted it is not solely a messaging problem, though Silicon Valley's messaging has not helped. On Joe Rogan's podcast, venture capitalist Marc Andreessen praised AI bots that "never get frustrated with you, never get sick, never file HR complaints." It is tone deaf to a new graduate who just lost an entry-level job to AI.

The unease is showing up in law enforcement, too. A Wired investigation found that the Department of Homeland Security and the FBI are circulating reports on a new domestic threat category, "anti-tech violent extremism." A New York counterterrorism assessment warned that chaos from emerging AI over the next five years could fuel large-scale protests, civil unrest, and anti-tech violence, especially in big cities. The pressure is also being felt one conversation at a time: for some professionals, simply mentioning that their work touches AI now draws a negative reaction in everyday settings.

On Episode 217 of The Artificial Intelligence Show, SmarterX and Marketing AI Institute founder and CEO Paul Roetzer looks at why the backlash is escalating.

The Key Numbers

18 to 25 - The age bracket advertisers fight hardest to win; this demographic is souring on AI

5 years - The window a counterterrorism assessment flags for AI-driven unrest

18 months - Dario Amodei's previous timeline for knowledge work becoming obsolete

$100 million - The scale of PAC spending Roetzer warns against on data centers

2019 - The year MAICON launched the theme "more intelligent, more human"

Why a PR Campaign Can't Spin This Away

The trust is already gone. Roetzer's read is that the labs spent their credibility before they needed it. "These labs are either the heroes or the villains, and if you keep ignoring the displacement of jobs and the environmental impact and just trying to gloss it over, you will eventually be the villain," he says. "I don't know of any labs that took the right path. And so now where we are is the labs aren't trusted. They have a lack of credibility. So it doesn't really matter what these labs are saying or a Marc Andreessen is saying, no one's going to believe them."

The messengers are a problem. Roetzer argues the people defending AI are uniquely bad at it. "These leaders in tech and VC are just straight-up too arrogant and cold or too ignorant to the reality outside of Silicon Valley to care about the real impact on workers in society," he says. Even the tone is shifting under their feet. Anthropic leaders softened their language last week by walking back an earlier prediction by Dario Amodei that all knowledge work would be obsolete within 18 months. Now, as the company moves toward an IPO, that certainty is quietly being left out of the conversation.

The AI models agree it is not about words. Roetzer ran a revealing experiment, dropping the Kantrowitz article into ChatGPT, Claude (4.8 Opus), and Gemini with the same prompt: write a ten-step plan to combat negative AI sentiment as head of PR for the AI industry. Claude opened by rejecting the premise. "You cannot out-message a felt material reality," the Claude output stated. "The booing isn't a perception problem layered on top of a fine product. It's a rational response to two true things: entry-level jobs are getting harder, and data centers are showing up in people's communities." Its fixes followed that logic: repair the data center deal, replace the replacement narrative with evidence-backed augmentation, and win communities one at a time.

The plans converged on substance over spin. The ChatGPT output landed in similar territory, advising the industry to "stop selling inevitability, start selling agency" and to "replace tech CEOs as the primary messengers," because "the least persuasive messenger for 'AI will help you' is often the billionaire building the system." Gemini's version was the most abbreviated, but pointed the same way: acknowledge and validate the fear, shift from a replacement story to an empowerment one, and address infrastructure concerns locally.

"It is a PR problem, but it's more a fundamental accepting-of-the-reality-of-what's-happening problem."

— Paul Roetzer, founder and CEO of SmarterX, Episode 217 of The Artificial Intelligence Show

SmarterX Take

The reflex inside the industry is to treat this as a communications failure and throw money at it. Roetzer thinks that is exactly the wrong instinct, and his clearest example is data centers. "Don't gloss them over and spend $100 million on some PAC trying to convince people it's not reality," he says. "Just deal with the realities." When three different frontier models independently tell you to stop messaging and start fixing the underlying deal, that is a signal worth considering.

What makes this moment genuinely hard is that there is no clean version of it. "There's a really messy part of this that we all have to understand and come to grips with before we can figure out a more positive future for everyone," Roetzer says. Notably, this is not anti-AI fatalism. The Marketing AI Institute launched MAICON back in 2019 on the theme "more intelligent, more human," a bet that the technology and the people it affects have to advance together. The backlash is what happens when that order gets reversed.

What to Watch

Jobs and data centers are about to become political wedges. Roetzer expects the fight to move from podcasts and op-eds into campaigns. "Jobs and data centers are going to be the wedges in politics, and campaigns are already being funded by activist groups, political groups, and foreign adversaries to influence public perception," he says. The Wired reporting on data-center chaos, alongside Axios coverage of the hype-versus-doom split, suggests the narrative battle is already well underway.

The labs' next moves will reveal whether they learned anything. A separate Wired piece on how AI agents plunged the tech world into chaos captures how quickly the ground is shifting inside the industry itself. The open question is whether companies respond by addressing water use, noise, tax abatements, and local impact, or by buying their way out of the perception with ad campaigns. The first path rebuilds trust slowly. The second, as the AI models themselves predicted, cannot out-message a reality people are living.

What 2,100+ Professionals Actually Expect AI to Do to Jobs

The backlash isn't irrational: 71% of professionals expect AI to eliminate more jobs than it creates over the next three years, according to the 2026 State of AI for Business Report, versus just 13% who expect net job creation. And nearly half (48%) are not positive about AI's impact on careers, business, and society, split across neutral, unsure, and negative responses. The booing and the polling track what the workforce already believes. And of note is that this report's audience skews AI-forward, so the broader public is likely to have deeper anxieties than these numbers suggest.

If you want to understand where sentiment is heading before it shows up in your hiring, your community, or your politics, the data is the place to start. Download the report below.