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The last mile of AI app development
Practical AI: Machine Learning, Data Science, LLM
Trade-offs in Using Language Models for Engineering and Production
Engineering involves trade-offs and effective communication of those trade-offs. Using language models involves trade-offs, like quality, cost, latency, reliability, and fault tolerance. As language models become more agentive, their reasoning abilities become less deterministic.
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