Archive · 3 Oct 2026
Use AI to Challenge Your Ideas and Improve Work
AI can help people with difficult work, but simply accepting its answers may stop them from thinking carefully.
Researchers call this cognitive offloading.
A study spoke with 45 workers who used AI in their jobs.
The researchers found that asking AI to disagree or show other possibilities could help workers notice ideas they had missed.
For example, a person designing an accounting course asked AI to imagine customers who would dislike it.
Lawyers also used AI to explore unusual legal situations.
Workers still need to use their own knowledge to check what AI says.
The article suggests that workplaces teach people how to question AI and give them safe ways to practise.
Researchers warn that relying on generative AI’s quick answers can reduce critical thinking, a problem known as cognitive offloading.
A study interviewed 45 knowledge workers at a U.S. public university and analysed their AI conversations.
Workers who asked AI to challenge their ideas found perspectives that could strengthen their problem-solving and creative work.
Examples included a marketing professional testing an accounting programme with skeptical customer personas and lawyers exploring legal loopholes and cases.
The article recommends that organizations support critical AI use through training, shared learning sessions and safe spaces to experiment.
- Who
- Knowledge workers, researchers studying human-AI collaboration, and organizational leaders.
- What
- Research suggests that deliberately asking generative AI to challenge ideas can improve knowledge workers’ performance.
- When
- The article is dated October 3; no year is specified.
- Where
- A study interviewed 45 knowledge workers at a U.S. public university.
- Why
- To show how using AI to generate opposing perspectives may counter uncritical reliance and support better work.
Risks of relying on AI
Benefits of challenging AI
How AI affects thinking
Risks of relying on AI
Accepting AI’s quick, confident answers can discourage critical thinking and lead to low-quality solutions.
Benefits of challenging AI
Asking AI to challenge ideas can reveal overlooked perspectives and help workers improve their performance.
AI’s role in knowledge work
Risks of relying on AI
Using AI to supply answers may encourage workers to offload thinking rather than use their own skills.
Benefits of challenging AI
Using AI as a sounding board, while checking its output with professional expertise, can support creativity and deeper understanding.
- Study participants
- 45 knowledge workers
- Study setting
- A U.S. public university
- Study methods
- Interviews and analysis of prompts and outputs from iterative AI chats
- Key risk
- Cognitive offloading: relying on AI in ways that can erode critical-thinking skills
- Suggested practice
- Prompt AI to challenge ideas and provide contrasting perspectives
- Organizational support
- AI boot camps, workshops, shared learning sessions and safe experimentation environments