World Model
Builder
Specify a biological system the way you would specify a dynamical system: state, action, observation, prior, model class, validation. The page outputs a research-ready model card.
The scoped system you are modeling. Be narrow enough to be falsifiable.
Specific cell line, primary cell, or in-vivo compartment.
The pathological attractor you want to characterize and reverse.
Operational definition of 'healthy' — measured, not assumed.
Vector components of the latent biological state. Comma or newline separated.
The action space: drugs, CRISPR perturbations, environmental shifts.
What the assay actually returns — your measurement operator.
Latent factors that affect dynamics but are not directly measured.
Known mechanistic structure to bias the model — KEGG, Reactome, literature.
ODE, SDE, Boolean, GNN, neural ODE, mechanistic + ML hybrid, etc.
The single experiment that would falsify the model if it predicted wrong.