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  1. 521
    Prompts Fiction

    Used a 10-page system prompt for a chatbot that just needed to say "store hours are 9-5"

    Client wanted a chatbot for their bakery website. Simple use case: answer questions about opening hours, location, and the menu. I went full enterprise mode. I wrote a 2,000-word …

  2. 445
    Prompts Fiction

    Spent 3 weeks and ~$800 prompt-engineering a classifier. A regex would have worked.

    Story time. I joined a startup and my first task was to classify support tickets into 12 categories. I thought: this is a perfect use case for an LLM. I spent three weeks iteratin…

  3. 378
    Prompts Fiction

    I asked GPT-4 to "be creative" in a loop 10,000 times for a dataset. Do not do this.

    I needed a dataset of creative product descriptions for a fine-tuning job. I figured I'd generate them with GPT-4 — give it a product name, tell it to be creative, done. What I di…