NBC News poll of 1,000 registered US voters: just 26% had a positive view of AI, while 46% had a negative view, the third worst net negative score of all topics
Artificial intelligence has permeated nearly every part of daily American life. It's being adopted across the professional sphere …
FortuneJake Angelo
Context & Ripple Effects
This result extends an established gap between public caution and expert optimism: a 2025 survey found Americans more pessimistic about AI’s national impact than AI experts were, while a separate survey found deep concern about AI’s effects on news and journalism jobs.
It also puts broad sentiment alongside the local consequences of AI expansion. Later polling in the related coverage found majorities expecting day-to-day harm and opposing data centers in their communities, tying abstract distrust to infrastructure siting and governance questions.
First-order effects
The poll gives policymakers, employers, and AI providers a clear signal that AI adoption is starting from a public-trust deficit rather than broad popular enthusiasm.
AI companies and organizations deploying customer- or worker-facing systems face greater pressure to explain concrete benefits, limits, and safeguards before expecting acceptance.
Companies with established consumer distribution may need to invest more in trust-building and demonstrable utility, not merely access to AI features, to sustain adoption.
Third-order effects
If polling continues to show persistent skepticism as deployment expands, public legitimacy may become a practical constraint on AI industrialization alongside compute, power, and capital.
The likely structural direction is toward more visible governance and community consent requirements for high-impact AI uses and infrastructure, though polling alone does not determine policy outcomes.
The trend: AI is moving from a technology-adoption story toward a public-legitimacy test in which tangible benefits, safeguards, and local costs shape the pace of deployment.
Neither party is proposing real solutions. Small regulations won't stop our descent into a Mad Max dystopia. We could have the Star Trek future, but that requires control, not just regulation. Who decides the future of our society: a handful of corporations, or the people?
People intuitively understand that Silicon Valley has bought both parties, and neither is going to protect their families, livelihoods, and way of life from the monopolies rushing through the biggest transformation of our economy and information system in our lifetimes.
I wrote a piece recently noting that the polling on AI is pretty favorable even if there is a lot of anti-data center NIMBYism. Today's NBC poll contradicts that, showing AI itself with a deeply unfavorable imagine. https://www.nbcnews.com/... [image]
AI's three defining qualities (data center buildout on a weak grid; marketed as total inevitable labor replacement; label slapped on price gouging features) are the prongs of Satan's trident
AI boosters can take solace in the news that people still hate Democrats and Iran more than chatbots. https://gizmodo.com/people-hate-ai- even-more-than-they-hate-ice-poll-finds - 2000731438
It seems crazy that I have to say this, but I still believe deeply in human talent. The reason that no one likes AI is that a bunch of CEOs are running around touting how it's going to “replace jobs” and “improve efficiency.” That may make for a good earnings call but it's a