AI evaluation and cost control
Choose a text classification task and compare a conventional machine learning model with an LLM approach. Define quality benchmarks, describe how you would monitor drift, and propose ways to reduce inference costs.
The AI Engineer role requires choosing between ML and LLM architectures, systematic evaluation, pipeline monitoring and cost optimization.
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