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PRACTICAL AI

Before You Use an AI Answer, Know What to Check

By Marlee Bird · · 2 min read

AI can produce a clear, well-organized answer in seconds. That makes it useful, but a polished response still needs review. Research released by O’Reilly on October 27 highlights why this matters. Among surveyed employees using AI answers at work, 39% reported acting on a response that later proved inaccurate, incomplete, or unsuitable. Only 24% said they always checked an AI answer before using it. For anyone learning these tools, the takeaway is straightforward: clear writing does not guarantee accurate information.

Reviewing an AI response does not have to mean starting over. It means knowing which details deserve your attention. Suppose you ask AI to turn an event announcement into a friendly reminder. It can help organize the message, but you should compare the date, location, and registration requirements with the original announcement. If it introduces a new fact, look for a reliable source that supports it. Asking the tool “Are you sure?” may produce another explanation, but it does not independently confirm the information.

The survey included 2,000 UK employees and reflects their reported experiences. It does not measure how often American workers make mistakes or establish the accuracy of any particular AI tool. O’Reilly also sells training and AI services, which is relevant context. Still, the findings reinforce a practical lesson: using AI effectively requires both clear instructions and informed review. Before using an answer, ask, “Which details would have consequences if they were wrong?” Check those first. Building that habit can help you use AI with greater confidence while keeping responsibility for the final result.

Before using an answer, ask: Which details would have consequences if they were wrong? Check those first. Infographic showing the survey findings and practical checks described in this article.
Open the full-size infographic

Source: O’Reilly, “Employee AI Use Is Moving Faster Than Training and Governance,” October 27, 2026. Survey conducted by Censuswide, September 18–22, 2026.