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[ARTICLE · art-47308] src=stackoverflow.blog ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

The good, the bad, and the AI…

Fireworks AI co-founder Benny Chen joins Ryan to discuss what makes an AI application good or bad, balancing qualitative signals with quantitative metrics in AI evaluation, and how open-source protocols and community efforts are setting standards for AI evaluation.

read1 min views1 publishedJul 3, 2026

Ryan welcomes Benny Chen, co-founder of Fireworks AI, to the show to explore what actually makes an AI application good or not, how to balance qualitative signals with quantitative metrics when evaluating AI, and how open-source eval protocols and community efforts are setting the standard for AI evaluation.

source & further reading
stackoverflow.blog — original article How do you turn AI coding chaos into a repeatable… Why intent prediction needs more than an… Code isn’t the only thing causing your production…
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