Gemini Prompts: Instruct to Avoid Speculation
WEEK 16 :: POST 8 :: SPECIAL SERIES: Gemini Advanced Prompts
SPECIAL SERIES: ChatGPT 01-preview vs Gemini Advanced vs Claude 3.5 Sonnet
Instructions Given to Google Gemini Advanced - Please provide 3 prompt variations that share this objective:
Minimizing A.I. Hallucination: Instruct to Avoid Speculation
Overview: Asking for citations encourages the AI to base its responses on verifiable information, thereby minimizing the risk of inaccuracies.
SPECIAL SERIES: ChatGPT 01-preview vs Gemini Advanced vs Claude 3.5 Sonnet: We give the 3 most popular Generative A.I. Services the same task so that we can compare and contrast them. The tasks follow the process of building a successful business from the ground up.
Find out more about our automated processes. Since Ketelsen.ai is updated on Mondays, we provide multiple blog posts each Monday. The best of these prompts will eventually be added to my website aicookbook.ai.
Prompt Variation 1: Emphasize Objectivity
In the age of misinformation, ensuring your AI generates objective content is crucial. This prompt helps you get information grounded in verifiable facts, increasing trust and credibility.
Prompt:""Analyze [insert topic] with a focus on objectivity. Exclude any personal opinions, speculations, or unverified claims. Cite reliable sources to support all statements."
Prompt Breakdown:
"Analyze [insert topic] with a focus on objectivity": This sets the primary instruction for the AI, emphasizing the need for an unbiased approach.
"Exclude any personal opinions, speculations, or unverified claims": This reinforces the objectivity requirement by explicitly excluding subjective elements.
"Cite reliable sources to support all statements": This adds a layer of accountability, forcing the AI to back up its claims with evidence.
Use Cases:
Generating reports
Creating educational content
Conducting research
Summarizing news articles
Prerequisites:
A clearly defined topic
Tags and Categories:
Objectivity, factual information, research, analysis, reports, education
Required Tools or Software:
ChatGPT
Time to Implement:
Varies depending on the topic complexity
Industry-Specific Applications:
Journalism, education, research, law, finance
Difficulty Level:
Beginner
Compatibility:
ChatGPT, potentially other large language models
Practical Examples from Different Industries:
Tech Startup: "Analyze the current market share of electric vehicles with a focus on objectivity..."
Retail Business: "Analyze customer reviews of our latest product with a focus on objectivity..."
Freelance Consultant: "Analyze the impact of remote work on employee productivity with a focus on objectivity..."
Adaptability Tips:
Specify the types of sources you consider reliable (e.g., peer-reviewed journals, government websites).
Add specific questions or areas of focus within the topic.
Visual Aids or Flowcharts:
A flowchart illustrating the process of the AI filtering out opinions and speculations.
Efficiency & Time-Saving Metrics:
This prompt can reduce research time by ensuring the AI focuses on relevant and credible sources.
Optional Pro Tips:
Ask the AI to identify potential biases in the sources it cites.
Frequently Asked Questions (FAQ):
Q: What if the AI can't find reliable sources for my topic?
A: Try broadening the topic or specifying different types of sources.
Recommended Follow-Up Prompts:
Prompts for summarizing factual information.
Prompts for comparing and contrasting different perspectives.
Prompt Variation 2: Demand Evidence
Don't just take AI's word for it! This prompt forces the AI to provide concrete evidence for its claims, making it a powerful tool for getting accurate and well-supported information.
Prompt"Provide a detailed explanation of [insert topic], supporting each point with verifiable evidence from reputable sources. Avoid speculation and clearly distinguish between facts and interpretations."
Prompt Breakdown:
"Provide a detailed explanation of [insert topic]": This sets the expectation for a comprehensive response.
"supporting each point with verifiable evidence from reputable sources": This is the core of the prompt, demanding that the AI backs up its claims.
"Avoid speculation": This reinforces the need for factual accuracy.
"clearly distinguish between facts and interpretations": This encourages the AI to be transparent about its reasoning process.
Use Cases:
Fact-checking
Investigative research
Debating complex issues
Generating reports that require strong evidence
Prerequisites:
A topic that has existing research or data available
Tags and Categories:
Evidence-based, factual accuracy, research, analysis, critical thinking
Required Tools or Software:
ChatGPT
Time to Implement:
Varies depending on topic complexity and availability of evidence
Industry-Specific Applications:
Journalism, law, science, academia, policy analysis
Difficulty Level:
Intermediate
Compatibility:
ChatGPT, other large language models with access to external information
Practical Examples from Different Industries:
Tech Startup: "Provide a detailed explanation of the benefits of blockchain technology, supporting each point with verifiable evidence..."
Retail Business: "Provide a detailed explanation of the impact of social media marketing on sales, supporting each point with verifiable evidence..."
Freelance Consultant: "Provide a detailed explanation of the effectiveness of different project management methodologies, supporting each point with verifiable evidence..."
Adaptability Tips:
Specify the types of evidence you're looking for (e.g., statistics, studies, expert opinions).
Provide a list of reputable sources the AI can use.
Visual Aids or Flowcharts:
A diagram showing the relationship between claims, evidence, and sources.
Efficiency & Time-Saving Metrics:
This prompt can save time by providing pre-verified information and reducing the need for manual fact-checking.
Optional Pro Tips:
Ask the AI to evaluate the quality and credibility of the evidence it presents.
Frequently Asked Questions (FAQ):
Q: What if the AI presents conflicting evidence?
A: Ask the AI to analyze the strengths and weaknesses of each piece of evidence.
Recommended Follow-Up Prompts:
Prompts for synthesizing information from multiple sources.
Prompts for critically evaluating evidence.
Prompt Variation 3: Prioritize Reputable Sources
Cut through the noise! This prompt instructs the AI to base its responses on information from trusted sources, ensuring you get accurate and reliable insights.
Prompt: "When discussing [insert topic], rely exclusively on information from reputable sources such as academic journals, government publications, and established news outlets. Avoid blogs, forums, and websites with unclear authorship or potential bias."
Prompt Breakdown: How Gemini Reads The Prompt
"When discussing [insert topic], rely exclusively on information from reputable sources": This sets the primary constraint, limiting the AI to specific types of sources.
"such as academic journals, government publications, and established news outlets": This provides examples of acceptable sources.
"Avoid blogs, forums, and websites with unclear authorship or potential bias": This further clarifies the types of sources to exclude.
Use Cases:
Generating reports that require high accuracy
Conducting research on sensitive topics
Creating educational materials
Writing articles or blog posts that need to be well-sourced
Prerequisites:
A topic with sufficient coverage in reputable sources
Tags and Categories:
Source credibility, research, accuracy, fact-checking, journalism, education
Required Tools or Software:
ChatGPT
Time to Implement:
Varies depending on the topic and the availability of information in reputable sources
Industry-Specific Applications:
Healthcare, finance, law, science, education
Difficulty Level:
Beginner to Intermediate
Compatibility:
ChatGPT, other large language models with source filtering capabilities
Practical Examples from Different Industries:
Tech Startup: "When discussing the future of artificial intelligence, rely exclusively on information from academic journals, government reports on AI, and publications by recognized AI research institutions..."
Retail Business: "When discussing consumer behavior trends, rely exclusively on information from market research reports by reputable firms, academic studies on consumer psychology, and data from government agencies like the Bureau of Labor Statistics..."
Freelance Consultant: "When discussing best practices in [your consulting area], rely exclusively on information from industry-leading publications, case studies published in academic journals, and guidelines from professional organizations..."
Adaptability Tips:
Provide a specific list of approved sources.
Specify the types of sources that are most relevant to your needs (e.g., prioritize peer-reviewed journals for scientific topics).
Visual Aids or Flowcharts:
A diagram illustrating the hierarchy of source reliability.
Efficiency & Time-Saving Metrics:
This prompt can save time by preventing the AI from wasting time on unreliable sources.
Optional Pro Tips:
Ask the AI to provide a brief evaluation of the credibility of each source it uses.
Frequently Asked Questions (FAQ):
Q: What if the AI can't find enough information in reputable sources?
A: Try broadening the scope of acceptable sources or rephrasing your query.
Recommended Follow-Up Prompts:
Prompts for comparing information from different sources.
Prompts for analyzing the potential biases in different types of sources.
TAGS:
