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Optimization Pipelines

1 GoKawiil brief on this topic

Essay argues prompt engineering should give way to automated evaluation pipelines

A commentator argues that instead of obsessing over crafting the perfect text prompts for LLMs, developers should build interlocking evaluation and optimization pipelines that use additional AI systems to manage and refine model behavior. The piece contends that treating prompts as meaningful language leads people to mistakenly attribute intent or consciousness to systems that have neither.