The AI Confidence Trap: Feeling Fluent Isn’t the Same as Being Effective

A confidence trap has taken hold in U.S. workplaces: employees feel fluent with artificial intelligence, but for many the results don’t yet match that confidence. This is according to the “AI at Work Pulse Survey” by San Francisco-based WalkMe, an SAP company which has tracked U.S. workers’ use of AI since 2024. The study finds that while 90% of employees feel confident using AI, only 24.6% say it works on the first try, and 50.2% say they have spent more time trying to get AI to do a task than the task itself would have taken manually.

More than half of employees (51%) say AI has led their manager or team to expect more output in the same amount of time. Under that pressure, appearances become a survival skill: 33% of employees say they have pretended to be more skilled with AI than they actually are, and 32.5% have passed off AI-generated work as their own.

Notably, this is a persistent gap rather than an escalating trend. On the questions the survey has tracked since 2025, admissions fell year over year: the share of employees who say they have pretended to know AI in a meeting dropped from 45.2% in 2025 to 28.3% in 2026, and passing off AI work as one’s own fell from 48.7% to 32.5%.

The pressure to perform exists at every level of the organization. More than half of employees surveyed (53.6 %) say they have felt that a senior leader does not fully understand the AI strategy they are publicly championing. The people setting AI strategy are learning these tools in real time, just like the rest of the workforce.

Gen Z is the most confident generation (94.1%) and also the most likely to overstate its skills: 45% of Gen Z workers say they pretended to be more skilled with AI than they are, versus 13% of Baby Boomers. That pretending caused a real problem at work, such as an output mistake, a missed deadline, a bad decision, or lost trust, for 31% of Gen Z, versus 7% of Boomers.

The survey was conducted in June among 2,037 working U.S. adults who use AI on the job.

Channel Impact^®
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