ADAM1A and early-onset autosomal dominant Alzheimer disease: This study presents the Alzheimer’s Disease Analysis Model Generation 1 (ADAM-1), a multi-agent reasoning framework leveraging large language models (LLMs) and retrieval-augmented generation (RAG) [26].