cs.NEJul 1, 2026

BFF: Simple explanations for complex phenomena

Authors: Charlotte Knierim, Luca Versari, Robert Obryk, Blaise Agüera y Arcas, Rif A. Saurous

Organizations: Google, Paradigms of Intelligence Team

Abstract

The ''Computational Life'' paper (Agüera y Arcas et al., 2024) argues that paired interactions in a computational soup are an effective way to find self-replicators. In this work, aided by recent developments in self-replicator detection, we explore the alternate hypothesis that self-replicators can be found at least as easily using simple mutation random walks in program space. We also explore the claim that capping the maximum ''depth'' and ''width'' of the ancestry tree stops self-replicators from emerging, showing instead that it merely stops self-replicators from taking over the soup.

Explore similar work

CardsList
  1. Tapes Together Strong: The Co-evolution of Computation and Cooperation

    Sep 12, 2026Kunal Jha, Francesco Cicala, Blaise Agüera y Arcas +4CooperationCo-Evolution