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Santa Fe Institute

Santa Fe Institute is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Santa Fe Institute rather than just read about it. In short: The Santa Fe Institute (SFI) is an independent, nonprofit theoretical research institute located in Santa Fe, New Mexico, United States and dedicated to the multidisciplinary study of the fundamental principles of complex adaptive systems, including physical, computational, biological, and social systems. The institute is ranked 24th among the world's "Top Science and Technology Think Tanks" and 24th among the world…

Santa Fe Institute — main illustration
Santa Fe Institute — illustration

Key takeaways

  • Santa Fe Institute belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Santa Fe Institute to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Santa Fe Institute from memory before moving on to harder problems.

Reference excerpt

The Santa Fe Institute (SFI) is an independent, nonprofit theoretical research institute located in Santa Fe, New Mexico, United States and dedicated to the multidisciplinary study of the fundamental principles of complex adaptive systems, including physical, computational, biological, and social systems. The institute is ranked 24th among the world's "Top Science and Technology Think Tanks" and 24th among the world's "Best Transdisciplinary Research Think Tanks" according to the 2020 edition of the Global Go To Think Tank Index Reports, published annually by the University of Pennsylvania. The institute consists of a small number of resident faculty and postdoctoral researchers, a large group of external faculty whose primary appointments are at other institutions, and a number of visiting scholars. The institute is advised by a group of eminent scholars, including several Nobel Prize-winning scientists. Although theoretical scientific research is the institute's primary focus, it also runs several popular summer schools on complex systems, along with other educational and outreach programs aimed at students ranging from middle school up through graduate school. The institute's annual funding comes from a combination of private donors, grant-making foundations, government science agencies, and companies affiliated with its business network. The 2014 budget was just over $10 million. Evolutionary theorist David Krakauer became the institute's president on August 1, 2015.

History The Santa Fe Institute was founded in 1984 by scientists George Cowan, David Pines, Stirling Colgate, Murray Gell-Mann, Nick Metropolis, Herb Anderson, Peter A. Carruthers, and Richard Slansky. All but Pines and Gell-Mann were scientists with Los Alamos National Laboratory. Originally called the "Rio Grande Institute", the scientists sought a forum to conduct theoretical research outside the traditional disciplinary boundaries of academic departments and government agency science budgets. SFI's original mission was to disseminate the notion of a new interdisciplinary research area called complexity theory or simply complex systems. This new effort was intended to provide an alternative to the increasing specialization the founders observed in science by focusing on synthesis across disciplines. As the idea of interdisciplinary science increased in popularity, a number of independent institutes and departments emerged whose focus emphasized similar goals. The Santa Fe Institute was created to be a visiting institution, with no permanent or tenured positions, a small group of resident faculty and postdoctoral researchers, a large visitors program, and a larger group of external faculty affiliated with the institute but located at other institutions. The motivation of this structure was to encourage active turnover in ideas and people, allowing the research to remain on the cutting edge of interdisciplinary science. Today, the Santa Fe Institute continues to follow this organizational model.

Organization The institute is composed of several distinct groups. The resident faculty are researchers whose primary appointment is at the institute. Along with the Omidyar Fellows, a group of postdoctoral scholars in residence, the resident faculty makes up the majority of the researchers physically present at the institute. The external ("fractal") faculty is a group of roughly 100 affiliated researchers whose primary appointments are at other institutions, typically universities. These individuals form a large and distributed community of scholars who frequently visit the Institute and contribute to its overall research program. The institute's Applied Complexity Network, formerly the Business Network, is a group of private companies and government agencies interested in complex systems research. Members of the business network often send representatives to Institute meetings or to serve as research fellows in residence at the institute. The institute's Science Board is a large group of eminent scholars who advise the institute on important strategic matters. This group includes a number of Nobel Prize winners. The institute is headed by a president, currently evolutionary theorist David Krakauer, and a vice president for science, currently network ecologist Jennifer Dunne. It is governed by a Board of Trustees, which is chaired by Katherine Collins of Putnam Investments.

Research Research at the institute focuses on systems commonly described as complex adaptive systems or simply complex systems. Recent research has included studies of evolutionary computation, metabolic and ecological scaling laws, the fundamental properties of cities, the evolutionary diversification of viral strains, the interactions and conflicts of primate social groups, the history of languages, the structure and dynamics of species interactions including food webs, the dynamics of financial markets, and the emergence of hierarchy and cooperation in the human species, and biological and technological innovation. Historically, researchers affiliated with the institute played roles to varying degrees in the development and use of methods for studying complex systems, including agent-based modeling, network theory, computational immunology, the physics of financial markets, genetic algorithms, the physics of computation, and machine learning. The institute also studies foundational topics in the physics and mathematics of complex systems, using tools from related disciplines such as information theory, combinatorics, computational complexity theory and condensed matter physics. Recent research in this area has included studies of phase transitions in NP-hard problems. Some of the institute's accomplishments include:

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Illustrations

Santa Fe Institute illustration
Santa Fe Institute illustration
Santa Fe Institute: The institute's main gate
The institute's main gate

Worked examples

Example 1 — a first encounter with Santa Fe Institute

Start with the simplest possible case. Write down what Santa Fe Institute claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Santa Fe Institute before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Santa Fe Institute ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Santa Fe Institute

In research
Santa Fe Institute appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Santa Fe Institute in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Santa Fe Institute is common in secondary-school and first-year university syllabi. It links to neighbouring topics 1984 establishments in New Mexico, Education in Santa Fe, New Mexico, Murray Gell-Mann, so understanding it makes those chapters shorter.
In everyday life
Look for Santa Fe Institute outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Santa Fe Institute in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Santa Fe Institute means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Santa Fe Institute out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Santa Fe Institute in simple terms?

The Santa Fe Institute (SFI) is an independent, nonprofit theoretical research institute located in Santa Fe, New Mexico, United States and dedicated to the multidisciplinary study of the fundamental principles of complex adaptive systems, including physical, computational, biological, and social s…

Why does Santa Fe Institute matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Santa Fe Institute?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Santa Fe Institute.

Tags

  • 1984 establishments in New Mexico
  • Education in Santa Fe, New Mexico
  • Murray Gell-Mann
  • Organizations based in Santa Fe, New Mexico
  • Research institutes established in 1984
  • Research institutes in New Mexico
  • Systems science institutes

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