Summary: To get better results from generative-AI chatbots, ((write CAREful prompts. Include context, what you’re asking the system to do, rules for how to do it, and examples of what you want.))
| Number | Principle | Description | Example |
| 1 | *Give Direction* |
Clearly describe the desired outcome or style in detail or reference a relevant persona to guide the model's output. |
Write an outline of recent advancements in nanotechnology for drug delivery systems in the style of a review article for 'Nature Nanotechnology'. Draft an essay outline discussing the ethical implications of artificial intelligence in surveillance, ensuring to reflect upon perspectives from both privacy advocates and security experts. The essay should emulate the analytical depth found in the 'Harvard Journal of Law & Technology'. |
| 2 | *Specify Format* |
Define/detail what rules to follow, and the required structure/format the response should take (e.g. numbered list, yaml, json, APA, structured abstract) |
Create a structured abstract for a research paper on machine learning in genetic sequencing, including sections for Objective, Methods, Results, and Conclusion, following APA guidelines. Construct a conference paper outline on the development of smart cities, including sections for Introduction, Background, Methodology, Results, Discussion, and Conclusion, adhering to IEEE formatting guidelines. |
| 3 | *Provide Examples* |
Insert a diverse set of examples or test cases where the task was done correctly to illustrate how the task should be correctly executed, enhancing the model's understanding. |
Given examples of successful AI applications in sustainable agriculture, summarize how each application impacts resource efficiency and crop yield. Review instances of machine learning algorithms being applied to predict stock market trends. Outline the methodology, data sources, and accuracy of predictions for each instance, noting any improvements over traditional models. |
| 4 | *Evaluate Quality* |
Identify errors and rate responses, conducting tests to understand what factors contribute to the model's performance and accuracy. Evaluate the quality by executing and re-tuning the prompt several times. |
After generating a literature review on the use of AI in diagnosing rare diseases, evaluate the completeness, relevance, and accuracy of cited studies. Conduct a comparative analysis of the energy efficiency of three different types of solar panels. Include in your evaluation the cost-benefit ratio, lifespan, and performance under various weather conditions, supported by recent research findings. Provide the results in a table. |
| 5 | *Divide Labor* |
Break down and split tasks into multiple, smaller steps, chaining them together to achieve comprehensive and nuanced goals. |
First, identify key areas of interest in renewable energy research. Next, generate a series of questions that explore these areas. Finally, compile a list of potential methodologies to investigate these questions. |