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Generative AI 'CARD'

In the context of this course, a card refers to a structured format or template used to define a specific task or objective for generating content or output using generative AI techniques.

Card Model with Preconditions

  1. Objective: The overarching goal or purpose of the generative AI task. This defines what needs to be achieved through the content generation process.

  2. Input: Information provided to the generative AI technique to guide the content generation process. This includes:

    • Prompt: A starting point or stimulus to generate content. It could be a partial sentence, a keyword, or any other form of input that triggers the generation process.
    • Context or Preconditions: Additional information or constraints that provide context for the generation task. This may include background knowledge, relevant data sources, or specific requirements.

  3. Output: The generated content produced by the generative model in response to the input. This includes:

    • Generated Text: The actual output generated by the AI model, which could be in the form of text, images, or other media depending on the task.
    • Evaluation Metrics: Criteria used to assess the quality and relevance of the generated content. This may include measures of coherence, relevance, grammaticality, and other factors depending on the specific task requirements.