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Santosh Manicka

Allen Discovery Center, Tufts University

Builder The claim is about what the hardware does, and the philosophy is left open

Santosh Manicka is a computational researcher at the Allen Discovery Center at Tufts University, working with Michael Levin on quantitative models of non-neural cognition, physiological computation, and developmental patterning. His research investigates how networks of coupled biological units solve spatial and homeostatic problems without a centralized controller.

In the November 2026 preprint A topoietic model of collective morphogenesis and compartmentalization (bioRxiv 2026.11.03.763900), Manicka and Levin introduce the concept of topoiesis to explain Cross-Embryo Morphogenetic Assistance (CEMA), the empirical finding that Xenopus laevis embryos exposed to teratogenic stress survive and develop normally at rates up to 92 percent when grouped in large collectives compared to zero percent in isolation. Their calibrated biophysical model demonstrates that a constitutively secreted extracellular signal diffusing across the collective uses the outer group boundary as an absorbing sink, coupling macroscale group geometry ($L/\lambda$) directly to intra-embryonic voltage-gated gap junction lattices.

Manicka carries the Builder classification on this site because his primary contribution is the mathematical and computational architecture of collective biological agency. Rather than advancing a separate metaphysical doctrine of subjective awareness, his models formalize how shared boundary conditions turn separate living cells into a unified homeostatic unit.

Known for. Topoietic models of collective morphogenesis, Cross-Embryo Morphogenetic Assistance, multiscale bioelectric network modeling

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