PROMPT-ENGINEERING5 MIN READ
Read the Accuracy Lever Ladder
Interpret an accuracy workflow that moves from prompt baseline to examples, retrieval, larger datasets, and fact-checking.
Dev needs to explain which lever comes next for an unreliable compliance-summary assistant. Accuracy Lever Ladder Baseline prompt Start with expected output and measure misses 1 prompt Static examples Improve consistency on known boundaries 3-5 examples Retrieval context Bring in current or proprietary facts per input Curated dataset Train for consistent behavior at scale 50+ examples Fact-check step Catch unsupported claims before release post-answer check Prompting starts the loop.
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