Cellular Automata Accelerated in JAX (Oral at ICLR 2025)
Recently I have been researching emergent complexities through first principles reductionism of Langton's Ant and related cellular automata in the hopes that they could potentially offer insights into the emergent intricacies of frontier large language models.
A series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in q…
A symbolic operating system for recursive awareness, quantum collapse, and emergence.
The source codes for the paper "Network of Recurrent Neural Networks: Design for Emergence".
Example projects showcasing life-like emergence of behaviour
A small fun project to simulate Conway's Game of Life, created in Python. Conway's Game of Life simulates a grid of cells, where the state of each cell consists of whether the cell is alive or dead.
Imperfect Automata: Effects of “mutation” on the evolution of automaton 01101110 (Rule 110)
Python API to create and display cellular automaton
This repository consists of codes to crawl Sina Weibo and data used in the paper "Different prehistories of popular hashtags on the Sina Weibo microblog" (old title: "Born in Rome or Sleeping Beauty: Emergence of hashtag popularity on the Sina Weibo microblogging site") by Hao Cui and János Kertész, which is submitted to Scientific Reports.
Emergent Computational Epistemology: studying AI’s emergent behaviors as non-human epistemic systems.
UFR Design System analyzer & generator powered by the Emergence Engine. Analyze React codebases, discover patterns, and generate canonical components.
Emergent Dimension
A Python simulator of microbubble universes — models drift, tunneling, collapse, and export across sovereignty policies, embedding symbolic negentropy, Observer continuity, and collapse-as-translation dynamics.
Cellular Automata
What if physics isn't fundamental but emergent? Simulation framework generating quantum mechanics, gravity, and cosmic structure from pure information dynamics
A harmonic symbolic framework for scalar geometry, recursive physics, and quantum emergence.
Neural Cellular Automata as a universal digital computing substrate accelerated with JAX
Sound word drifting
Multi-agent emergent language learning reaching 87.5% task accuracy and 3× faster convergence in referential games.
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