Generative Art Timeline · Chapter 5: Artist-Programmer Era (1970s)
1975
Yoichiro Kawaguchi Develops the GROWTH Model

One of this story’s greatest legends. Kawaguchi will go on to win the 2010 ACM SIGGRAPH Distinguished Artist Award for Lifetime Achievement. But his creative career began around this time in the late ’70s.
In 1975 Kawaguchi, one of Japan’s most revered generative artists and animators, began developing his famous GROWTH Model, a procedural algorithm that mimics organic growth and reproduction.
Continuing to work with organic forms throughout his career, Kawaguchi showed his organic growth animations at SIGGRAPH from 1982.
Kawaguchi’s GROWTH model—described as “a self-organizing approach to developing a formative algorithm of a complex life form”—in many ways pioneered artificial life and evolutionary art. His work comes nearly a decade before fellow Artificial Life pioneers William Latham and Karl Sims.
Kawaguchi goes widely unrecognized as an artificial life pioneer despite this early work from the ’70s in the budding field.
Text by Peter Bauman. Generative Art Timeline, Le Random, fact-checked September 2026.
Sources
People
Karl Sims, William Latham, Yoichiro Kawaguchi
Movements
artificial life, generative art, Machine Learning Art
Filed under
- Ideas
- artificial life, Evolutionary Art, generative art, Machine Learning Art, misrecognition, self organization
- Technologies
- 3D animation, 3D models, artificial intelligence, computer animation, GROWTH model, machine learning, procedural generation
- People
- Karl Sims, William Latham, Yoichiro Kawaguchi
- Exhibitions
- Cybernetic Serendipity
- Organisations
- ACM SIGGRAPH Distinguished Artist Award, SIGGRAPH
- Places
- Japan
Related moments
- 1981 · Yoichiro Kawaguchi Designates His Work Digital Art
- 1981 · Digital Image Published by アスキー
- 1983 · Growth by Yoichiro Kawaguchi
Echoes across time
- 1990 · Fleshy Growth, Yoichiro Kawaguchi
- 1990 · Panspermia by Karl Sims
- 2010 · Characteristics of pattern formation by Jeff Jones
Le Random editorials
- Karl Sims & Alexander Mordvintsev on Merging Technology and Biology, Peter Bauman, November 17, 2025
- Demystifying Generative Systems, Peter Bauman, June 20, 2024
Le Random podcast
- Timeline Ch 6—Personal Computer Era (1980s) with Mark Wilson, Copper Giloth, Dan Sandin, David Em, William Latham, Stephen Todd, Darcy Gerbarg & Geoff Davis — listen with transcript on Le Random (08 Feb 2024, 85 min). Featuring William Latham. Apple Podcasts · Spotify
- Timeline Ch 5—Artist-Programmer Era (1970s) with Joan Truckenbrod, Hans Dehlinger & Anika Meier — listen with transcript on Le Random (14 Jan 2024, 65 min). Chapter 5’s episode. Apple Podcasts · Spotify