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Spotlights is presented, a system that performs optimization-opportunity discovery as a distinct and empirically evaluable step between a broad engineering objective and subsequent implementation and validation.
Evolving LLM prompts on a budget can cut search costs by up to 54x without sacrificing performance, reshaping the economics of prompt optimization.
