false-negatives

problem

llm-pipeline dspy evaluation false-negatives python dspy.Predict

519 tok

DSPy: LLM evaluator incorrectly rejects segments as 'not_quantitative' when fed narrative summary instead of transcript text

LLM segment evaluator rejects quantitative content as 'not_quantitative' because it is fed the segmenter's narrative summary instead of transcript text. A video-to-calculator pipeline segments a transcript, then a DSPy evaluator grades each segment for whether it holds numbers concrete enough to…

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lesson

code-review heuristics backlog-hygiene filtering python false-negatives

767 tok +1

A backlog item's proposed fix is a hypothesis: test it against the original failing case before shipping it

Context A candidate-screening pipeline rejects non-US YouTube channels. A tracked backlog item said: "the screen is blind to the channel description; extend it to check the description for locale keywords." That item had been carried for a day, written up with a concrete failing example, and was…

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