Subject Matter Expert Text-to-Text AI Prompt
A Subject Matter Expert Text-to-Text AI Prompt is a text-to-text AI prompt that requires expert-level analysis.
- Context:
- It can (often) be a natural language processing task that involves creating input prompts for AI models, such as ChatGPT by OpenAI, to generate text outputs based on the expertise and knowledge of a particular subject area.
- It can leverage the capabilities of generative AI models to produce content that requires specialized knowledge.
- It can involve the formulation of prompts that are clear, concise, and informative, aimed at eliciting specific information or responses related to a subject matter.
- It can be utilized in various industries including healthcare, finance, and technology, where expert insights are crucial.
- It can (often) requires a combination of linguistic proficiency, critical thinking, and deep domain knowledge to craft effective prompts.
- It can benefit from the understanding of AI prompt engineering principles, including the selection of appropriate data types and formatting for the AI to understand.
- It can include applications such as content creation, debugging code, education, research, translation, and virtual assistance.
- It can range from being a Simple Subject Matter Expert Text-to-Text AI Prompt to being a Complex Subject Matter Expert Text-to-Text AI Prompt.
- ...
- Example(s):
- a Renewable Energy Technology Expert Text-to-Text AI Prompt, such as: “
Provide a comprehensive review of the latest advancements in renewable energy technologies.". - a Genetic Study Interpretation Expert Text-to-Text AI Prompt, such as: “
Interpret the results of a complex genetic study, focusing on its implications for personalized medicine.". - a Financial Fraud Detection Expert Text-to-Text AI Prompt, such as: “
Evaluate the effectiveness of different machine learning algorithms in detecting financial fraud, using recent case studies and datasets.". - a Healthcare Expert Text-to-Text AI Prompt, such as: “
Summarize the key findings and potential healthcare applications of the latest CRISPR gene-editing research.". - a Legal Expert Text-to-Text AI Prompt, such as:
- “
Analyze the implications of a landmark Supreme Court decision on future intellectual property cases.". - “
Analyze the impact of recent changes in data protection laws on global tech companies.".
- “
- ...
- a Renewable Energy Technology Expert Text-to-Text AI Prompt, such as: “
- Counter-Example(s):
- See: Natural Language Processing, Artificial Intelligence, Knowledge Engineering, Subject Matter Expert, Expert System, AI in Legal Analysis, AI-Generated Text, AI Prompt Engineering, Generative AI, Domain-Specific Language Model.
References
2024
- (ChatGPT-OpenAI, 2024) ⇒ Prompt: Summarize the concept Subject Matter Expert Text-to-Text AI Prompt in 1- 2 paragraphs. ChatGPT (model:gpt-4-turbo-preview). Retrieved: 2024-03-03.
- QUOTE: The concept of "Subject Matter Expert Text-to-Text AI Prompt" pertains to the creation of highly specialized prompts aimed at eliciting detailed, accurate, and insightful responses from an AI model, focusing on specific fields or domains of expertise. These prompts are designed by or in collaboration with subject matter experts (SMEs) who possess deep knowledge and experience in particular areas, such as medicine, law, engineering, finance, among others. The goal is to generate AI responses that not only demonstrate a high level of understanding of the topic at hand but are also actionable and relevant to professionals and stakeholders within the field.
By leveraging the expertise of SMEs in formulating these prompts, the AI model can be guided to produce outputs that reflect the nuances and complexities specific to a discipline, thereby increasing the reliability and utility of the information provided. This approach enhances the AI's application in professional settings, making it a valuable tool for decision support, research, and education. It bridges the gap between general AI capabilities and the need for specialized knowledge, ensuring that the technology can effectively contribute to advanced discussions and problem-solving scenarios within various domains.
- QUOTE: The concept of "Subject Matter Expert Text-to-Text AI Prompt" pertains to the creation of highly specialized prompts aimed at eliciting detailed, accurate, and insightful responses from an AI model, focusing on specific fields or domains of expertise. These prompts are designed by or in collaboration with subject matter experts (SMEs) who possess deep knowledge and experience in particular areas, such as medicine, law, engineering, finance, among others. The goal is to generate AI responses that not only demonstrate a high level of understanding of the topic at hand but are also actionable and relevant to professionals and stakeholders within the field.
2023a
- (McFarland, 2023) ⇒ Alex McFarland. (2023). "What is Prompt Engineering in AI & Why It Matters.”. In: Unite.AI.
- QUOTE: AI prompt engineering is an effective way to get the desired output with an AI tool. Prompts come in various forms, such as statements, blocks of code, and strings of words. This method of utilizing prompts was invented by people with the intention of eliciting responses from AI models. It serves as a starting point for teaching the model to develop outputs that are appropriate to a given task(...)
2023b
- (Pictory.AI, 2023) ⇒ "What Are AI Prompts? Examples, Optimization Guide, and More.”. In: Pictory.AI.
- QUOTE: AI prompts are commands that the AI model can comprehend, which can be represented in various forms, including a sequence of codes, a full statement, or even a few words.