Human Diagnosis Project (Human Dx)

The Human Diagnosis Project (Human Dx) is a worldwide effort to map the world's medical knowledge by building a collaborative intelligence platform. By 2026, Human Dx has solidified its position as the foundational ground-truth layer for clinical reasoning, bridging the gap between human expertise and generative AI. The platform operates on a consensus-driven model where clinicians contribute, solve, and peer-review complex medical cases. Its technical architecture utilizes a structured knowledge graph that converts unstructured clinical observations into standardized diagnostic paths. This dataset is increasingly utilized by health systems and AI developers to benchmark Large Language Models (LLMs) against human clinical reasoning. The project is led by a 501(c)(3) nonprofit, ensuring that the collective intelligence remains a public good. Its 2026 market position focuses on 'Clinical Intelligence Validation,' providing a verified environment where medical students, residents, and attending physicians can sharpen their diagnostic skills while simultaneously contributing to a global database of medical logic that powers the next generation of safe, evidence-based healthcare AI.