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List of Tables
         Chapter One: What Is Artificial Intelligence?
       • Table 1-1: Examples of AI in familiar activities
       • Table 1-2: Terms that should not be confused

       • Table 1-3: Comparison of the main task families
       • Table 1-4: Common ways models learn

       • Table 1-5: Main stages from training to use
       • Table 1-6: Useful capabilities and the conditions for benefiting from them
       • Table 1-7: Limits that should not be mistaken for general weakness
       • Table 1-8: Designing a local test set for a real task

       • Table 1-9: Dividing roles in productive human–AI collaboration
       • Table 1-10: Template for mapping AI use in a real task

       • Table 1-11: Glossary of essential terms
         Chapter Two: Talking to AI, the Craft of Prompting
       • Table 2-1: Information that may enter a prompt
       • Table 2-2: When to use each level

       • Table 2-3: Levels of prompt detail
       • Table 2-4: When improving the prompt is not enough

       • Table 2-5: Applying PACFT to a single task
       • Table 2-6: Zero-shot, one-shot, and few-shot prompting
       • Table 2-7: How prompting differs by task type
       • Table 2-8: Prompt patterns that can be combined inside different tasks

       • Table 2-9: Key decisions when prompting for Arabic output
       • Table 2-10: A checklist for multimodal prompting

       • Table 2-11: Diagnosing the output instead of asking for a general improvement
       • Table 2-12: Levels of control over the shape of the output
       • Table 2-13: Degrees of strength in reviewing an output

       • Table 2-14: Rewriting questions to reduce sycophancy
       • Table 2-15: Long-context risks and their controls
       • Table 2-16: Common mistakes and the suggested correction

       • Table 2-17: A prompt template record
       • Table 2-18: The lab comparison card
       • Table 2-19: Glossary of essential terms

         Chapter Three: Inside the AI Market
       • Table 3-1: Comparing generation, retrieval, extraction, computation, and execution
       • Table 3-2: The function of each layer and its diagnostic question

       • Table 3-3: Choosing generation settings according to the nature of the task
       • Table 3-4: Market categories and what should be examined
       • Table 3-5: The difference between modes of availability

       • Table 3-6: Comparing interventions that improve fit


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