The Poynter Institute
5/7/2026

In this Duke journalism class, failure was part of the assignment. It led to real AI tools for local news.
Short summary
Duke University's journalism course transformed failure into a learning asset, making students comfortable with experimentation. Students built real, functional AI tools for local news through iterative learning. The model shows how failure-driven pedagogy accelerates AI adoption in traditionally risk-averse media environments.
- •Course reframes failure as essential to learning AI
- •Students delivered real AI tools to newsrooms
- •Model demonstrates promise for industry adoption
Generated with AI, which can make mistakes.
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