Core concept and theoretical foundation of AIBIO (IMAGE)
Caption
AIBIO drives a paradigm shift in the life sciences from mechanism-centered observation ("How") to principle-centered theory ("Why"). Organized by the Data-Information-Knowledge-Wisdom (DIKW) hierarchy, heterogeneous pan-scale data are processed by AI representation learning into structured information, transformed into predictive and causal knowledge through computational modeling and targeted perturbations, and ultimately distilled — under a continuous closed loop of computational prediction and experimental falsification — into formalizable mathematical laws of the multiscale emergence of life and disease.
Credit
Yan et al., Vita (2026), published by Higher Education Press, CC BY 4.0
Usage Restrictions
Credit must be given to the creator.
License
CC BY