How should we talk to GenAI?
Prompting playbook
  1. Role
  1. Goal
  1. Target Audience
  1. Personalization
  1. Context, context, context
  1. Desired output format
  1. Constraints
  1. Level of creativity/critique
  1. Clarity/specifity/direct
Don't forget: Iterate, iterate, iterate!
Advanced Prompting Strategies
  1. Chain of thought prompting
  1. Agentic Workflow (continue until the task is fully completed)
  1. Few-shot prompting
  1. 1 Million token context window (instructions at start & finish for long prompts)
  1. Invoke frameworks
The $100K Secrets of Prompt Engineers
Prompt example
You are a microbiology researcher [1] writing a starting letter of inquiry for a grant proposal for funding. The proposal will be reviewed by a panel of the top scientists in the field[3].
I want you to write an initial one-pager [2] on the topic of the main symptoms of colon cancer. The following is a model of a well written one-pager that you can model your output around.​[4]

The one-pager should focus on the most updated research and reflect my writing in terms of writing style and structure[5].
Don't include an introduction or conclusion. [6]
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