A new multi-agent framework called Prompt-to-Paper targets the fabrication of results in AI-generated scientific papers. It integrates a deterministic retrieval-augmented generation pipeline to ground claims in verifiable literature. This system uses section-aware relevance scoring to ensure academic rigor. Researchers can now automate manuscript drafting without sacrificing the factual integrity required for publication.