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Design a ML system that maximizes click bait
Design a Machine Learning system to maximize clickbait. The goal is to increase user clicks on advertisements, thereby maximizing Etsy's revenue.
AI interview prep
Core dilemma
Balancing the immediate revenue gain from clickbait with the long-term user experience and platform trust, while managing the complexities of ML model training, serving, and feedback loops.
Mid-level signals3
Senior signals3
Red flags3
3 tradeoffs and 3 stress tests locked
Interview prep
Unlock the interviewer X-Ray rubric, tradeoff matrix, stress tests, clarifying questions, and key concepts.
Design a ML system that maximizes click bait
Design a Machine Learning system to maximize clickbait. The goal is to increase user clicks on advertisements, thereby maximizing Etsy's revenue.