Reproduce “Rethinking Self-Replication: Detecting Distributed Selfhood in the Outlier Cellular Automaton” on OpenResearch

Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.

Universal app for Apple silicon and Intel. Requires macOS 11 or later.

About this paper

Arend Hintze, Clifford Bohm

Using a novel causal tracing framework, researchers formally confirmed the spontaneous emergence of distributed self-replication within the Outlier Cellular Automaton, challenging traditional concepts of selfhood and replication in artificial systems. This work provided evidence of robust generational lineages where multiple, spatially disjoint components coordinate to reproduce.

Key insights

  • Self-replication in artificial systems can manifest as a distributed phenomenon, where multiple spatially disjoint components coordinate to form a replicating entity, expanding the concept of individuality.
  • Replication should be understood as a stable causal process—a sequence of steps that regenerates the system's ability to create similar structures—rather than solely the reproduction of a static pattern.
  • Spatial dynamics, including the direction of replication and potential for collisions, play a critical role in determining the long-term reproductive success and persistence of self-replicating lineages.

Summary by alphaXiv.

Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.