Santa Fe
Institute
  • Research
    • Themes
    • Projects
    • SFI Press
    • Researchers
    • Publications
    • Library
    • Sponsored Research
    • Fellowships
    • Miller Scholarships
  • News + Events
    • News
    • Newsletters
    • Podcasts
    • SFI in the Media
    • Media Center
    • Events
    • Community
    • Journalism Fellowship
  • Education
    • Programs
    • Projects
    • Alumni
    • Complexity Explorer
    • Education FAQ
    • Postdoctoral Research
    • Education Supporters
  • People
    • Researchers
    • Fractal Faculty
    • Staff
    • Miller Scholars
    • Trustees
    • Governance
    • Resident Artists
    • Research Supporters
  • Applied Complexity
    • Office
    • Applied Projects
    • ACtioN
    • Applied Fellows
    • Studios
    • Applied Events
    • Login
  • Give
    • Give Now
    • Ways to Give
    • Contact
  • About
    • About SFI
    • Engage
    • Complex Systems
    • FAQ
    • Campuses
    • Jobs
    • Contact
    • Library
    • Employee Portal

Science for a Complex World

Events

Here's what's happening

Give

You make SFI possible

Subscribe

Sign up for research news

Connect

Follow us on social media

© 2026 Santa Fe Institute. All rights reserved. This site is supported by the Miller Omega Program.

Home / Research / Themes

Invention & Innovation

How does novelty -- both advantageous and unsuccessful -- define evolutionary processes in technological, biological, and social systems?
Overview

How does novelty — both advantageous and unsuccessful — define evolutionary processes in technological, biological, and social systems?

Novelty in biological, social, and technological systems provides the variety on which evolutionary processes act. But how does newness— both advantageous and unsuccessful — arise in the first place, and how does it define the surprisingly common evolutionary processes in these seemingly disparate realms?

A useful distinction is that between invention and innovation. Invention is the creation of something new, while an innovation is a successful invention...a transformative sort of newness. Both are essential for evolutionary processes, and both have long been of interest to SFI. The ability to innovate is, in fact, a defining feature of complex systems.

We believe that just as Darwin’s theory describes evolutionary processes in biology, so too might a Theory of Innovation describe the emergence and survival of novelty across the technological, social, and biological domains.

Just a few of the themes that animate our research are the origins of life on earth and origins of multicellularity, the evolutionary dimensions of social and cultural change, the drivers of technological change, the transformation of knowledge systems, the development of complex societies, the role of energy in human development, and the formation of ecological and social networks.

As we seek quantifiable parallels across these diverse systems, we ask: where does novelty come from? What are the factors and the processes that come together to create innovations? Like all SFI science, our research aims beyond the metaphorical. Through empirical, modeling, and theoretical research, we seek a quantitative, possibly predictive theory of novelty.

Share
  • Sign Up For SFI News
  • Projects
  • Cities, scaling, & sustainability
  • Emergence of complex societies
  • Neighborhoods, slums, & human development
  • The growing gap between our physical and social technologies
  • The origins, evolution, and diversity of human languages
  • The Social Reactors Project


  • News
  • How chemical reactions compute
  • In memoriam: Richard Lewontin
  • Mobility data reveals universal law of visitation in cities
  • When will your elevator arrive? Two physicists do the math.
  • Complexity economics hits its stride
  • Research brief: Low-wage workers at risk for automation
  • Melanie Moses on 'How to Fix the Vaccine Rollout'
Show more

  • Past Events
  • SFI’s Third Annual InterPlanetary Festival
  • SFI's Second Annual InterPlanetary Festival
  • Judgment Under a Diversity of Timescales
  • The First Annual InterPlanetary Festival
  • Complexity of Educational Ecosystems
  • 2018 Annual Science Board/Trustees Symposium: The Complexity of Time
  • Exploring a Timeless Landscape: What can physics tell us about the potential scope of physical technology?
Show more

  • Resources
  • Paper: On Singularities and Black Holes in Combination-Driven Models of Technological Innovation Networks Solé R, Amor DR, Valverde S (2016) PLoS ONE 11(1): e0146180. https://doi.org/10.1371/journal.pone.0146180
  • Paper: Invention as a combinatorial process: evidence from US patents Youn, H., Strumsky, D., Bettencourt, L.M.A., Lobo, J. (2015) Journal of the Royal Society Interface, 12: 20150272
  • Paper: Identifying the sources of technological novelty in the process of invention Strumsky, D., Lobo, J. (2015) Research Policy, 44: 1445-1461
  • Paper: Impact of changing technology on the evolution of complex informational networks Bettencourt LMA (2014) Proceedings of the IEEE, 102: 1878-1891
  • Paper: Spaces of the possible: universal Darwinism and the wall between technological and biological innovation Wagner, A., Rose, W. (2014) Journal of the Royal Society Interface, 11: 20131190
  • Paper: Profiling U.S. metropolitan regions by their social research networks and regional economic performance Strumsky, D., Thill, J.C. (2013), Journal of Regional Science, 53: 813-833
  • Paper: Statistical basis for predicting technological progress Nagy, B., Farmer, J.D., Bui, Q.M., Trancik, J. (2013) Plos One, 8: e52669
Show more

Explore More Themes

Research Theme

Complex Intelligence: Natural, Artificial, and Collective

We are measuring and comparing unique and species-spanning forms of intelligence.

Explore this theme

Research Theme

Complexity and History

Our scientists are applying quantitative techniques from non-linear dynamics, statistical physics, and evolutionary biology to find emergent patterns in historical events.

Explore this theme

Research Theme

Complex Time - Adaptation, Aging, Arrow of Time

Can a theory of complex time explain aging across physical and biological systems?

Explore this theme

Research Theme

Emergent Engineering

Explore this theme

Research Theme

Emergent Political Economies

“Capitalism plus technology, under many conditions, can generate externalities that exceed the political-economic damage of mercantilism — from unemployment to climate change. Adam Smith needs to meet Complexity economics.” — David Krakauer

Explore this theme

Research Theme

Laws of Life

Our scientists use evolutionary biology, chemistry, physics, and information theory to discover the systemic laws that generate and perpetuate life — at its origins, in the universe, in the lab, and in human cultures.

Explore this theme

Research Theme

Limits

We are exploring the fundamental limits that underlie human endeavor — in learning and understanding, in performance, and in prediction.

Explore this theme