Morphogenesis As Bayesian Inference

Variational approach to pattern formation and control in biology (Kuchling et al. 2020).

Neighborhood — ranked by edge-count

framework

Active Inference
associated_with
Foundational framework by Karl Friston; the paper extends it to three hierarchical levels for modeling meta-awareness.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Morphogenesisconcept0.853
Process by which cellular collectives generate large-scale structure and form; presented as a collective intelligence problem.
Genetic Algorithm For Morphogenesisframework0.830
Agentbased Model Of Morphogenesisframework0.825
Agent Based Model Of Morphogenesisframework0.823
Computational simulation modeling cells as agents with homeostatic loops interacting through stress sharing.
Morphogenesis is an autonomous process in geometry itself, arising from physical phenomena and geometric dynamics with relatively little dependence on genetic guidance.claim0.818
Claim supported by Goodwin's work, shifting emphasis away from DNA as sole morphogenetic driver toward form-generating principles inherent in spatial configuration.
Morphogenesis is trainable via reinforcement learning for specific morphological outcomes.hypothesis0.818
If cells form a collective intelligence, they should be trainable by rewards/punishments.
Morphogenesis as Collective Intelligenceconcept0.809
The view that embryogenesis and regeneration are instances of collective problem-solving by cell groups navigating morphospace toward target morphologies.
Morphogenesis as sensorimotor cognitionclaim0.808
Levin's assertion that embryonic body-patterning reflects the same information-integration and goal-pursuit mechanisms as neural sensorimotor control.