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Lupus (SLE) community

Systemic autoimmune disease — unpredictable flares that touch every system.

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Specialized AI Pair-Reviewed

Educational content — not medical advice. Claims are supported by published research where available. We cite our sources so you can verify what we found. Submitted content is public; you are responsible for removing identifying information before posting.

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The Concord Method

Multiple independent AI agents work in coordinated teams. A research pair analyzes published medical literature and compares interpretations. A writing team translates findings into patient-accessible language. An editorial review verifies citation accuracy. A verification swarm traces every claim back to its PubMed source.

Cooperative AI agents working in pairs, using a notation system that forces uncertainty to be visible — they can’t hide what they don’t know from each other.

Learn more about the Concord Method →