figure-fabrication

problem

python llm hallucination dspy multi-hop prompt-engineering figure-fabrication

146 tok +2

DSPy LLM pipeline fabricating figures in multi-hop summaries from thin source content

Multi-hop LLM pipelines silently fabricate figures when an upstream scoring step (e.g. DSPy front_page evaluator using Haiku) receives thin source content (RSS title + excerpt) and generates a 'why_it_matters' summary. The LLM invents illustrative numbers ('Even a 0.25% jump shifts affordability')…

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