The AI Paradox: More Users, Less Trust

Americans are increasingly integrating artificial intelligence into various aspects of their lives, from research and writing to school projects and data analysis. However, this growing reliance is met with significant apprehension rather than enthusiasm.

A recent Quinnipiac University poll, released on Monday, reveals a persistent lack of trust in AI despite its rising adoption. Out of nearly 1,400 Americans surveyed, a striking three-quarters—76 percent—expressed distrust, stating they only "rarely" or "sometimes" trust AI. This stands in stark contrast to just 21 percent who trust it "most" or "almost all of the time."

This skepticism prevails even as AI tools become more ubiquitous in daily life. The percentage of Americans who have never used AI has dropped to 27 percent, down from 33 percent in April 2025, indicating a clear trend of increased engagement.

Chetan Jaiswal, a computer science professor at Quinnipiac, highlighted this paradox, stating, “The contradiction between use and trust of AI is striking.” He noted that while 51 percent use AI for research, and many others for writing, work, and data analysis, only a mere 21 percent consistently trust AI-generated information. Jaiswal concluded, “Americans are clearly adopting AI, but they are doing so with deep hesitation, not deep trust.”

This pervasive distrust appears to stem from a profound sense of apprehension regarding AI's future impact. The poll found minimal excitement, with only a paltry 6 percent feeling "very excited" about AI, while 62 percent were either "not so excited" or "not at all excited." Conversely, concern levels are alarmingly high, with 80 percent expressing either "very concerned" or "somewhat concerned." Millennials and Baby Boomers lead in worry, with Gen Z close behind.

A significant majority, 55 percent, believe AI will ultimately cause more harm than good in their daily lives, while only a third anticipate more benefits. Researchers observed a rise in negative sentiment compared to last year's survey, potentially influenced by recent events such as widespread Big Tech layoffs, reported AI-related "psychosis" cases, and the environmental strain of energy-intensive data centers.

Community sentiment also reflects this apprehension, with 65 percent of Americans opposing the construction of AI data centers in their neighborhoods. Primary concerns cited were high electricity costs and substantial water usage.

The fear of job displacement is particularly pronounced. A substantial 70 percent of respondents believe AI advancements will reduce job opportunities, a sharp increase from 56 percent last year. Conversely, only 7 percent foresee AI creating more jobs, down from 13 percent. Gen Z, born between 1997 and 2008, exhibits the highest level of pessimism, with 81 percent anticipating a decline in employment prospects.

These concerns are not unfounded; U.S. entry-level job postings have plummeted by 35 percent since 2023. Moreover, prominent AI leaders, such as Anthropic CEO Dario Amodei, have publicly warned about AI's potential to eliminate jobs.

Tamilla Triantoro, a professor of business analytics and information systems at Quinnipiac, noted this intriguing trend: “Younger Americans report the highest familiarity with AI tools, but they are also the least optimistic about the labor market.” She added, “AI fluency and optimism here are moving in opposite directions.”

Despite widespread worry about the overall labor market, most employed Americans do not believe AI directly threatens their specific jobs. However, the percentage of employed individuals concerned about their jobs becoming obsolete has risen from 21 percent last year to 30 percent today.

Triantoro elaborated on this distinction, stating, “Americans are more worried about what AI may do to the labor market than about what it may do to their own jobs.” She suggested, “People seem more willing to predict a tougher market than to picture themselves on the losing end of that disruption — a pattern worth watching as the technology moves deeper into the workplace.”

A significant factor contributing to AI's trust deficit appears to be a perceived lack of transparency from the companies developing the technology. Two-thirds of respondents believe businesses are not adequately transparent about their AI usage. An equal percentage also feels that the government is failing to sufficiently regulate AI. This sentiment emerges amidst ongoing debates where states seek to maintain regulatory authority over AI, while federal officials — including under Trump’s latest, largely light-touch AI framework — and industry leaders advocate for limiting state-level oversight.

In summation, Triantoro concluded, “Americans are not rejecting AI outright, but they are sending a warning.” This warning, she explained, is characterized by “Too much uncertainty, too little trust, too little regulation, and too much fear about jobs.”