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Staff were also warned not to become too dependent on AI.
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The U.K. government published draft advice for employees using artificial intelligence, urging them not to thank chatbots. The advice is part of a broader push to cut unnecessary prompts and reduce AI’s environmental footprint.
In the draft document “Using AI ethically and sustainably,” the government tells staff to use AI “safely, fairly and sustainably, especially for government work.” According to Tom’s Hardware, the advice also says to skip unnecessary chatbot pleasantries and make prompts short, clear, and direct.
To reduce computing demand, the document points to lighter options — for example, Gemini Flash over Gemini Pro and GPT Instant over GPT Thinking. It also tells employees to keep prompt counts low and use the tool that best fits the task.
Before workers use anything generated by AI, the draft says they should review it themselves. That includes checking whether the information is accurate and whether “users or groups are treated fairly and equally” without “stereotypes or discriminatory language.”
The guidance also draws a clear line on responsibility. Staff are warned not to become too dependent on AI and to remain accountable for any content or decisions made with its help.
These systems can help people draft documents faster and summarize information. However, they also require data centers and computing hardware.
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The U.K. draft reflects that tension. It does not reject AI outright. Instead, it suggests efficiency should be part of responsible use.
That is a notable position as workplaces race to adopt generative AI tools without always accounting for environmental costs.
The clearest step in the U.K. draft is setting expectations before habits harden.
Rather than treating AI as a catch-all solution, the guidance tells workers to check department-specific policies, choose lighter tools when possible, and remember they are responsible for the final product.
That kind of guidance may sound minor, but it could shape how large organizations use AI at scale. If public-sector employees adopt shorter prompts, make fewer follow-up requests, and use more targeted tools, they could cut wasted computing while still benefiting from automation.
The U.K.’s draft lands amid wider concerns about how AI strains energy and water resources, reshapes workplaces, and tests regulators. These stories look at AI’s energy and water demands, data center impacts, workplace effects, and emerging regulation.
• In data center-heavy communities, people are demanding basic information about AI’s swelling energy use.
• Researchers say AI now has a real footprint in energy, water, and carbon.
• Across workplaces, employers are confronting unexpected side effects from AI as adoption accelerates.
• Phoenix joined other mayors seeking stricter rules for data centers as power demand rises.
• In South Korea, officials passed new laws for AI safety and corporate accountability.
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