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Home / Events

The Age of Disruption: Risks and Opportunities

"Industry at Night" by Horatio C. Forjohn (c. 1940). Courtesy of Smithsonian Open Access.
Resources
New York City, NY
Applied Topical Meeting

All day

November 6, 2025

SFI's ACtioN Annual Risk Meeting

This event is closed to the public.

Abstract

A hundred and fifty years ago, the economy was based on agriculture and manufacturing whose technologies changed on a generational time scale. These days the economy is based directly on technologies—digital, algorithmic, military, logistical—that change almost annually, so that technology disrupts and re-orders the economy and society continually at all levels. This poses problems for firms and governments.

Companies increasingly compete not by cutting costs but by designing, launching and dominating new technologies—think of the scramble at the moment to launch AI technologies. There are large risks in doing this. Will the new technology offering work? If so, how well? Which rivals will enter the market? How will the tech be received by consumers? Often in technology, if a company—Google, Nvidia, Apple— captures a large user base, it can go on to dominate the market and shut out its rivals. This magnifies the risks to launching a new technology product.

In the past nations competed on the basis of their military prowess and their exports and imports. Now national standing depends very much on what technologies a nation commands and excels in. This sets up a competition for nations to dominate certain technologies and for them to see these as national assets to be closely guarded. What are the risks in this new era of national competition in technology, and how should they be managed?

Technologies often create large downstream problems, which are then solved by further technologies. Fossil fuel causes global warming, air transport causes the swift international transmission of epidemics, nuclear energy brings the problem of nuclear waste disposal. Solutions cause problems which call for further solutions. How are such problems to be managed and resolved?

We are entering an era, commercially and nationally, where we increasingly face problems we cannot foresee. We simply do not know which technologies will come next, which policies will disrupt next, which consequences will happen next. We are entering a period of fundamental uncertainty where outcomes are not foreseeable and not well defined. In these circumstances rational—logic-based—planning and decision-making fails. We need new approaches to handling fundamental uncertainty moving forward.

This meeting used complexity science as a lingua franca to discuss these issues with scholars and practitioners from diverse fields and disciplines.

 

Agenda

*All times below are in U.S. Eastern Time.*

Thursday, November 6th

8:00 — 9:00 AM    Arrival & Breakfast
9:00 — 9:05 AM    Will Tracy (Santa Fe Institute) — Welcome & Introduction
9:05 — 9:20 AM    W. Brian Arthur (SFI & SRI International) — Introduction & Overview
9:20 — 9:50 AM    Innovation Without Progress? From Computers to AI with Carl-Benedikt Frey (University of Oxford & Oxford Martin School)
9:50 — 10:20 AM    A Prudent Skeptic's View of AI with Herb Lin (Stanford University & Hoover Institution)
10:20 — 10:50 AM    The Pace of Change with Gen. Stanley McChrystal (McChrystal Group & Ret. U.S. Army General)
10:50 — 11:20 AM    Morning Break
11:20 — 12:00 PM    Panel on Technology Change and the Nation State with Ruby Scanlon (CNAS) and Constanza Vidal Bustamante (CNAS), moderated by Adam Russell (Information Sciences Institute)
12:00 — 1:30 PM    Lunch
1:30 — 2:00 PM    Information Technology, Artificial Intelligence, and the Limits of Prediction with James Evans (University of Chicago & SFI)
2:00 — 2:30 PM    Data: Past, Present, and Future with Chris Wiggins (Columbia University & The New York Times)
2:30 — 3:00 PM    Afternoon Break
3:00 — 3:30 PM    Adaptive Markets and the Dynamics of Deep-Tech Innovation with Andrew Lo (MIT & SFI)
3:30 — 4:15 PM    Practitioner Panel on Navigating Technology Risk at the Organizational and Market Level with Jason Kwon (OpenAI) and Michael Mauboussin (Morgan Stanley & SFI Trustee), moderated by Alex Komoroske (Common Tools)
4:15 — 4:30 PM    W. Brian Arthur (SFI & SRI International) — Closing Reflection
4:45 — 6:00 PM    On-site Reception

Speakers & Panelists

W. Brian ArthurW. Brian ArthurExternal Professor at the Santa Fe Institute & Visiting Researcher at SRI International
James EvansJames EvansProfessor of Sociology + Director, Knowledge Lab, at the University of Chicago; External Professor at SFI
Carl-Benedikt FreyCarl-Benedikt FreyAssociate Professor of AI & Work at University of Oxford, and Director of Future of Work Programme at Oxford Martin School
Herb LinHerb LinFellow in Cyber Policy and Security at the Hoover Institution, and Senior Research Scholar for Cyber Policy and Security at Stanford University
Alex KomoroskeAlex KomoroskeCEO and Co-founder at Common Tools
Jason KwonJason KwonChief Strategy Officer at OpenAI
Andrew LoAndrew LoProfessor at MIT Sloan School of Management, and External Professor at SFI
Michael MauboussinMichael MauboussinHead of Consilient Research at Counterpoint Global, Morgan Stanley Investment Management, and Trustee and Chairman Emeritus at SFI
Stanley McChrystalStanley McChrystalFounder and CEO of the McChrystal Group, and Retired United States Army General
Adam RussellAdam RussellDirector of the Artificial Intelligence Division at the Information Sciences Institute
Ruby ScanlonRuby ScanlonResearch Associate, Technology and National Security Program at CNAS
Constanza Vidal BustamanteConstanza Vidal BustamanteFellow, Technology and National Security Program at CNAS
Chris WigginsChris WigginsAssociate Professor of Applied Mathematics at Columbia University and the Chief Data Scientist at The New York Times

Organizers

W. Brian ArthurW. Brian ArthurExternal Professor at the Santa Fe Institute & Visiting Researcher at SRI International
Casey CoxCasey CoxDirector of the Applied Complexity Network at the Santa Fe Institute
Michael MauboussinMichael MauboussinHead of Consilient Research at Counterpoint Global, Morgan Stanley Investment Management, and Trustee and Chairman Emeritus at SFI
William TracyWilliam TracyVice President for Applied Complexity, SFI
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