LLM workflow for iterative prompt evaluation and improvement

AI & Journalism Links

Case Study on iterative prompt evaluation and improvement: A workflow for targeted prompting to refine AI-generated newsletter headlines. (Ashlyn Wang, Generative AI in the Newsroom)

Summary

Prompt engineering: Iterative process to refine AI-generated newsletter headlines.
Evaluation: Pinpointed issues like hallucination, style inconsistencies, and irrelevant details.
Limitations: LLM sensitivity to prompts, potential for formulaic outputs, need for editorial oversight.

posted 30.6.2025 by oler · AI & Journalism

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