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The NIH Common Fund’s Bridge to Artificial Intelligence (Bridge2AI) program was established to solve the AI-readiness gap in biomedical data, setting the stage for the ethical use of AI in behavioral and medical research. As the program enters its fourth year, the focus has shifted from foundational architecture to tangible results. The 2026 All-Hands Meeting highlights the consortium’s landmark data releases and tools while charting its evolution from a structured consortium into a broader, collaborative community. This transition is captured in this year’s theme: From Data to Wisdom.