Swizec Teller • 5/1/2026

Quick note on evals and putting AI in your resume

This article emphasizes the critical role of evaluations (evals) in AI development, particularly for engineers listing AI skills on their resumes. The author explains that AI systems are stochastic, and measuring improvements through user behavior, datasets, and test suites is essential. Building a moat with unique datasets and expert knowledge, avoiding overfitting, and incorporating human-in-the-loop feedback are key strategies. The article targets software engineers and tech professionals interested in AI product development and career advancement.

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#software engineering #ai #Resume