Part 5/9:
Initially, the generated cover letters lacked richness—simply rephrasing the input data without much flair. To combat this, Shapiro suggests enriching the context with examples of high-quality cover letters. For instance, he adds achievements like publishing open-source projects, writing books on artificial cognition, or founding a YouTube channel about research.
By providing these contextual snippets, GPT-3 produces more creative and engaging content. He iterates and refines prompts, adding specific instructions to correct typos, improve word choice, and craft a more compelling narrative.