AI skills are becoming a source of workplace advantage that employees can develop privately and reveal selectively. New Use.AI research suggests that some workers are already treating effective prompts and workflows as knowledge worth protecting.
The spread of AI at work has created an unusual kind of performance gap. Two employees can have access to the same tools and similar responsibilities while getting very different results, depending on how well each has learned to structure prompts, build workflows, and decide where AI is most useful. Much of that knowledge leaves little visible trace, which makes it easier for employees to keep effective methods to themselves.
A Use.AI survey of 13,276 adults across the United States, United Kingdom, Canada, Australia, the European Union, and Latin America found that 62% of regular workplace AI users believe being significantly better at using AI gives an employee a meaningful advantage over coworkers doing similar work.
For a substantial share of users, that advantage is something they have actively protected. 38% said they had deliberately kept an AI prompt, workflow, or technique to themselves because they believed sharing it could reduce their personal advantage.
The motives were often explicitly competitive. Among respondents who had withheld an AI technique, 44% said they did not want colleagues to gain the same productivity advantage. 31% said they had invested time learning the technique and did not feel obliged to give that advantage away.
The survey also found concern about what happens when AI-assisted speed becomes visible. 41% of regular workplace AI users said they had worried that if colleagues or managers knew how quickly AI helped them complete a task, they would subsequently be expected to work at that speed routinely.
That creates an incentive to separate the result from the process that produced it. An employee may benefit from finishing a task faster while remaining reluctant to disclose exactly how much time was saved or which workflow made the difference. Once greater speed becomes visible, it can influence how future performance is judged.
Employees were also more likely to conceal AI use from peers than from managers. 36% of regular workplace AI users said they had hidden their AI use from coworkers, compared with 21% who said they had hidden it from a manager. The result suggests that some of the pressure around workplace AI is playing out between employees whose performance is compared directly.
For organizations, the findings raise a harder question about incentives around knowledge sharing. Giving employees access to AI does not ensure that the most effective ways of using it will spread across a team. If useful workflows contribute to an employee’s relative value, sharing them can carry a perceived personal cost.
Ihor Herasymov, Co-Founder & CEO of Use.AI, said the findings point to a tension that companies may eventually have to address in how they recognize performance.
“When a useful AI method becomes part of someone’s personal edge, sharing it is no longer a neutral act. Companies may need to think more carefully about how they reward people who turn private know-how into shared capability, because employees will notice quickly when openness helps the organization while weakening their own position.”
The survey suggests that workplace AI proficiency is developing partly as private operational knowledge: techniques learned through experimentation, refined individually and disclosed selectively. That makes AI adoption harder to measure through access or usage alone, because employees using the same technology may differ sharply in what they know how to make it do.
As AI becomes embedded in routine work, one of the more consequential differences between employees may be how much of that knowledge remains personal. For companies trying to spread productivity gains across a workforce, the answer will depend partly on whether sharing effective AI methods is treated as a contribution that carries value for the person giving them up.
About Use.AI:
Use.AI is a universal AI assistant that aggregates the world's leading large language models into one unified and seamless experience. It provides users with a single point of access to the most advanced AI capabilities available today, from complex problem-solving to creative content generation. By bridging the gap between multiple AI technologies, Use.AI empowers users to enhance their productivity and leverage cutting-edge intelligence in their daily workflows.
Use.AI is a universal AI assistant that aggregates the world's leading large language models into one unified and seamless experience. It provides users with a single point of access to the most advanced AI capabilities available today, from complex problem-solving to creative content generation. By bridging the gap between multiple AI technologies, Use.AI empowers users to enhance their productivity and leverage cutting-edge intelligence in their daily workflows.