Words of Wisdom for AI Prompting
In the context of AI prompting, these terms serve as a foundational guide to crafting effective, dynamic, and contextually aware prompts. AI systems like ChatGPT rely heavily on the structure, clarity, and intention behind the prompts provided to generate meaningful and accurate responses. Each term in this list represents a concept or approach that can enhance the design and utility of AI prompts.
Why These Terms Matter in AI Prompting:
Practical Applications:
This Obsidian Note list is not just a collection of terms but a toolkit for designing prompts that align with specific goals and user expectations, ensuring that AI interactions are as effective, engaging, and human-like as possible.
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### 1. Verbose
Meaning: Using more words than necessary to express an idea.
- Example 1 (Communication): A detailed academic paper with extensive explanations of concepts.
- Example 2 (Practical): A product manual explaining features with exhaustive step-by-step details.
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### 2. Granular
Meaning: Involving detailed and specific levels of information or analysis.
- Example 1 (Data Analysis): Breaking down customer demographics into age, income, and location.
- Example 2 (Project Management): Listing daily tasks for each team member in a project timeline.
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### 3. Exhaustive
Meaning: Comprehensive and including every possible detail.
- Example 1 (Research): A literature review covering every study on a topic over the past 50 years.
- Example 2 (Event Planning): A checklist accounting for every potential contingency at a wedding.
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### 4. Concise
Meaning: Expressing much in few words; brief and to the point.
- Example 1 (Writing): A tweet summarizing an event in under 280 characters.
- Example 2 (Business): A one-minute elevator pitch describing a startup's value proposition.
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### 5. Contextual
Meaning: Relevant to and dependent on the surrounding circumstances.
- Example 1 (Design): Creating a website that adapts to different cultural norms.
- Example 2 (Education): Explaining historical events based on the social climate of the time.
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### 6. Summarized
Meaning: Presented in a shortened form.
- Example 1 (Report): A one-page executive summary of a 100-page document.
- Example 2 (News): A headline that captures the essence of a breaking story.
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### 7. Analytical
Meaning: Using systematic reasoning and detailed examination.
- Example 1 (Business): Evaluating market trends to forecast sales growth.
- Example 2 (Science): Analyzing experimental data to determine a hypothesis's validity.
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### 8. Iterative
Meaning: Involving repetition of processes to refine or improve results.
- Example 1 (Software): Agile development cycles for creating and testing a new app.
- Example 2 (Writing): Revising an article multiple times to improve clarity and tone.
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### 9. Modular
Meaning: Composed of independent parts that can be rearranged or replaced.
- Example 1 (Design): A modular kitchen with interchangeable cabinet designs.
- Example 2 (Education): A course divided into standalone units that can be completed in any order.
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### 10. Interactive
Meaning: Involving active participation or exchange.
- Example 1 (Technology): A touchscreen kiosk at a museum with educational games.
- Example 2 (Education): A classroom debate encouraging student engagement.
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### 11. Structured
Meaning: Organized with a clear framework or hierarchy.
- Example 1 (Writing): A research paper with distinct sections for abstract, introduction, methodology, and conclusion.
- Example 2 (Planning): A daily schedule outlining activities by hour.
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### 12. Dynamic
Meaning: Characterized by constant change or activity.
- Example 1 (Leadership): Adjusting strategies in response to team feedback.
- Example 2 (Technology): A live dashboard updating stock prices in real-time.
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### 13. Succinct
Meaning: Briefly and clearly expressed.
- Example 1 (Writing): A slogan that captures a brand's essence in five words.
- Example 2 (Feedback): Providing a direct comment like "Great work; focus on clarity next time."
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### 14. Detailed
Meaning: Providing thorough and specific information.
- Example 1 (Engineering): Blueprints with exact measurements and specifications.
- Example 2 (Storytelling): A novel describing a character's environment in vivid detail.
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### 15. High-level
Meaning: Focusing on the overarching view rather than specifics.
- Example 1 (Strategy): A CEO's vision for company growth over five years.
- Example 2 (Analysis): An overview of market trends without diving into specific data points.
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### 16. Exploratory
Meaning: Involving investigation or experimentation.
- Example 1 (Science): Conducting experiments to discover potential new chemical reactions.
- Example 2 (Travel): Visiting an uncharted region to document flora and fauna.
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### 17. Pragmatic
Meaning: Focused on practical and realistic outcomes.
- Example 1 (Problem-Solving): Choosing an affordable and available solution over a theoretical ideal.
- Example 2 (Business): Prioritizing projects with the highest return on investment.
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### 18. Comparative
Meaning: Involving the evaluation of similarities and differences.
- Example 1 (Literature): Analyzing two novels to compare their themes and characters.
- Example 2 (Economics): Comparing the GDP of two countries to assess economic health.
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### 19. Holistic
Meaning: Considering the whole system rather than individual parts.
- Example 1 (Healthcare): Treating a patient by addressing physical, mental, and emotional needs.
- Example 2 (Business): Developing a strategy that considers customer needs, employee well-being, and environmental impact.
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### 20. Prescriptive
Meaning: Offering recommendations or rules.
- Example 1 (Education): A step-by-step guide for solving math problems.
- Example 2 (Policy): Guidelines for businesses to reduce carbon emissions.
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### 21. Empathetic
Meaning: Showing understanding and compassion for others' feelings and perspectives.
- Example 1 (Leadership): A manager actively listening to an employee's personal challenges and offering flexible work hours.
- Example 2 (Healthcare): A doctor addressing a patient’s emotional concerns along with their physical health.
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### 22. Reflective
Meaning: Thoughtfully considering past experiences or actions to learn or improve.
- Example 1 (Education): A student writing a journal entry analyzing their study habits after an exam.
- Example 2 (Personal Development): An individual reflecting on a conflict to understand how they could have handled it better.
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### 23. Supportive
Meaning: Providing encouragement or assistance to others.
- Example 1 (Friendship): A friend offering to help with childcare during a stressful period.
- Example 2 (Workplace): A colleague volunteering to review another's work before submission.
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### 24. Validating
Meaning: Acknowledging and affirming someone’s feelings, experiences, or perspectives.
- Example 1 (Therapy): A therapist telling a client, “It’s understandable you feel overwhelmed given the circumstances.”
- Example 2 (Parenting): A parent acknowledging a child’s frustration before helping them resolve a problem.
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### 25. Inspirational
Meaning: Motivating or encouraging others to pursue goals or overcome challenges.
- Example 1 (Public Speaking): A motivational speaker sharing a story of perseverance to inspire an audience.
- Example 2 (Art): A painting that evokes hope and determination.
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### 26. Reflective Listening
Meaning: Actively listening to understand and reflect back what the speaker is saying to ensure clarity.
- Example 1 (Counseling): A counselor paraphrasing a client’s statement to confirm understanding.
- Example 2 (Teamwork): A team leader repeating a team member’s suggestion to acknowledge it and seek further input.
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### 27. Empowering
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Meaning: Enabling someone to take control and make decisions for themselves.
- Example 1 (Education): Teaching students problem-solving skills rather than giving them direct answers.
- Example 2 (Leadership): Delegating meaningful tasks to team members to build their confidence.
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### 28. Mindful
Meaning: Being fully present and aware of the current moment, without judgment.
- Example 1 (Wellness): Practicing mindfulness meditation to focus on breathing and reduce stress.
- Example 2 (Workplace): A manager being attentive during a meeting and avoiding multitasking.
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### 29. Cognitive Biases
Meaning: Systematic patterns of deviation from rationality in judgment.
- Example 1 (Business): Recognizing confirmation bias when hiring, by only valuing resumes that match preconceived ideas.
- Example 2 (Healthcare): Being aware of anchoring bias when diagnosing a patient based on initial impressions.
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### 30. Behavioral Cues
Meaning: Subtle signals through body language or tone that indicate feelings or intentions.
- Example 1 (Interpersonal): Recognizing crossed arms and avoiding eye contact as signs of discomfort.
- Example 2 (Sales): Noticing enthusiasm in a customer’s tone when discussing a particular product.
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### 31. Social Dynamics
Meaning: The ways individuals interact and influence each other within a group.
- Example 1 (Teamwork): Observing how a dominant personality shapes group decision-making.
- Example 2 (Events): Understanding seating arrangements at a dinner party to foster better conversations.
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### 32. Abstract
Meaning: Existing in thought or as an idea without a concrete form.
- Example 1 (Philosophy): Discussing the concept of freedom without tying it to specific laws or systems.
- Example 2 (Art): Creating a painting that represents emotions through shapes and colors rather than realistic images.
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### 33. Hypothetical
Meaning: Based on possible scenarios or assumptions rather than actual events.
- Example 1 (Science): Conducting thought experiments to explore the implications of a new theory.
- Example 2 (Law): Considering a hypothetical situation to test the application of a rule or precedent.
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### 34. Speculative
Meaning: Involving conjecture or educated guesses based on limited information.
- Example 1 (Finance): Predicting stock market trends based on early economic indicators.
- Example 2 (Fiction): Writing a story set in a future society shaped by artificial intelligence.
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### 35. Conceptual
Meaning: Related to abstract or theoretical ideas rather than practical applications.
- Example 1 (Education): Exploring the concept of democracy without focusing on specific governments.
- Example 2 (Design): Creating a mood board to conceptualize a brand identity.
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### 36. Innovative
Meaning: Introducing new ideas or methods; creative and original.
- Example 1 (Technology): Developing a smartphone app that uses AI to provide personalized fitness plans.
- Example 2 (Business): Launching a subscription model for a traditionally one-time purchase product.
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### 37. Abstract Thinking
Meaning: The ability to understand concepts that are not directly tied to physical objects or experiences.
- Example 1 (Philosophy): Discussing justice as a concept without referring to specific laws or cases.
- Example 2 (Math): Understanding algebraic equations without needing physical examples.
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### 38. Theoretical
Meaning: Concerned with ideas and principles rather than practical application.
- Example 1 (Science): Exploring the theory of relativity without immediate experimental confirmation.
- Example 2 (Education): Studying pedagogical theories without implementing them in a classroom.
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### 39. Visionary
Meaning: Having a clear and inspiring idea of the future or long-term possibilities.
- Example 1 (Leadership): A CEO outlining a transformative five-year plan for the company.
- Example 2 (Art): An architect designing a futuristic city concept.
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### 40. Metacognitive
Meaning: Being aware of and able to control one's own thought processes.
- Example 1 (Education): A student analyzing their learning strategies to improve study habits.
- Example 2 (Problem-Solving): Reflecting on biases before making a decision.
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### 41. Philosophical
Meaning: Relating to the study of fundamental questions about existence, knowledge, and ethics.
- Example 1 (Discussion): Debating the nature of free will.
- Example 2 (Ethics): Considering the morality of artificial intelligence decision-making.
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### 42. Pragmatic
Meaning: Focusing on practical and realistic solutions to problems.
- Example 1 (Business): Choosing the most cost-effective supplier for materials, even if it isn’t the ideal quality.
- Example 2 (Daily Life): Using duct tape to fix a minor car repair temporarily.
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### 43. Intuitive
Meaning: Relying on instinct or immediate understanding without requiring conscious reasoning.
- Example 1 (Design): Creating a user-friendly interface based on what feels natural for users.
- Example 2 (Personal): Choosing a career path that "feels right" without extensive deliberation.
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### 44. Empirical
Meaning: Based on observation or experience rather than theory.
- Example 1 (Science): Recording temperature data to confirm climate trends.
- Example 2 (Medicine): Adjusting treatment based on patient responses rather than theoretical predictions.
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### 45. Socratic
Meaning: Relating to a method of questioning that stimulates critical thinking and illuminates ideas.
- Example 1 (Education): A teacher asking, “Why do you think this solution works?” to encourage deeper analysis.
- Example 2 (Philosophy): Engaging in a dialogue to explore the definition of virtue.
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### 46. Contextualized
Meaning: Placing something within a particular context to enhance understanding.
- Example 1 (History): Teaching about World War II by explaining the political and social climate of the 1930s.
- Example 2 (Marketing): Tailoring a campaign to fit the cultural norms of a target audience.
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### 47. Divergent
Meaning: Generating multiple creative ideas or solutions to a problem.
- Example 1 (Brainstorming): Listing all possible uses for a paperclip.
- Example 2 (Education): Encouraging students to think of alternative ways to solve a math problem.
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### 48. Convergent
Meaning: Narrowing down multiple ideas to focus on a single solution.
- Example 1 (Problem-Solving): Choosing the best idea from a brainstorming session.
- Example 2 (Science): Synthesizing experimental results into one conclusion.
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### 49. Nuanced
Meaning: Demonstrating subtle or complex distinctions.
- Example 1 (Discussion): Recognizing that economic growth can be beneficial but may also increase inequality.
- Example 2 (Art): A film depicting morally ambiguous characters with layered motivations.
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### 50. Responsive
Meaning: Reacting quickly and positively to changes or needs.
- Example 1 (Customer Service): Immediately addressing a client’s complaint with a tailored solution.
- Example 2 (Technology): A website that adapts to different screen sizes.
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### 51. Inclusive
Meaning: Including people from diverse backgrounds and ensuring equal opportunities.
- Example 1 (Education): Designing a curriculum accessible to students with disabilities.
- Example 2 (Workplace): Creating policies that accommodate employees from different cultural backgrounds.
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### 52. Adaptive
Meaning: Adjusting effectively to new circumstances or challenges.
- Example 1 (Work): Switching to remote work during a crisis.
- Example 2 (Biology): Animals evolving to thrive in changing environments.
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### 53. Reductive
Meaning: Oversimplifying complex ideas or problems.
- Example 1 (Criticism): Claiming climate change is only about CO2 without addressing other factors.
- Example 2 (Debate): Summarizing a political issue as "good vs. bad" without considering nuances.
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### 54. Elucidating
Meaning: Making something clear or explaining it in detail.
- Example 1 (Teaching): Explaining a math concept step-by-step with examples.
- Example 2 (Writing): Clarifying the main argument of a dense academic paper for a broader audience.
Activate Innovation Ecosystems | Tech Ambassador | Founder of Alchemy Crew Ventures + Scouting for Growth Podcast | Chair, Board Member, Advisor | Honorary Senior Visiting Fellow-Bayes Business School (formerly CASS)
2 个月Effective prompt engineering requires a delicate balance between technical precision and creative exploration to maximize AI potential. #AIPrompting
Matthew S., exploring effective AI prompting is crucial, especially with evolving tech. What stood out the most in your guide?
Machine Learning Enthusiast | Embracing the Future of AI | Actively Learning & Advancing in ML Technologies | 2025
2 个月Matthew S., enhancing ai communication through well-crafted prompts is indeed critical. these insights could benefit many users across various fields. additionally, the use of emojis can add a playful touch to interactions, although opinions may vary.