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#Cell simulation

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Run continuous multi-step experiments instead of isolated predictions with a persistent cellular state you can perturb, redirect, and read out on demand Get coherent multimodal readouts from a single shared state, spanning chromatin, expression, protein structure, localization, and morphology Trace effects from DNA up to whole-cell phenotype through multiscale simulation that connects molecular detail to observable cell behavior Branch experimental trajectories by cloning cells, so you can explore alternative outcomes without restarting from scratch Program, observe, replay, and debug experiments through a world-model harness that tracks cell state across scales Generate candidate molecules for a desired phenotype with in-context molecular design, targeting specific cell outcomes rather than screening blindly Benchmark performance against Virtual Cell Benchmark 1.0, the only system spanning all five task families and reaching state of the art on 24 of 31 metrics Prototype experiments on well-characterized human cell lines K-562 and Hep-G2, with AIDO Foundry adapting the engine to new cell types and modalities

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