Future Resilience
8 subtopics
Explore topicTHE-08
Future Resilience & Societal Adaptation
Long-horizon resilience: how people, organisations and societies adapt as AI capability keeps compounding.
8 topics · 64 subtopics.
Workforce Evolution
8 subtopics
Explore topicEconomic Adaptation
8 subtopics
Explore topicOrganisational Evolution
8 subtopics
Explore topicCommunity Resilience
8 subtopics
Explore topicFutures and Scenario Planning
8 subtopics
Explore topicHuman–Machine Coexistence
8 subtopics
Explore topicEcosystem Organisations
8 subtopics
Explore topicStories from Future Resilience & Societal Adaptation
Scenario narratives — not empirical findings.
Societal Resilience
The first evacuation happened on a cloudless Saturday. It was a simulation. Schools, aged-care homes, farmers, volunteers and emergency services tested how information, transport and care would hold together when the usu
Read the full story →Technological Resilience
At 09:17, the dashboards stopped updating. Warehouses could still move goods, but routing, documentation and customer communication depended on services no single operator controlled. Recovery exposed which capabilities
Read the full story →Institutional Resilience
Nobody remembered the first forty-six minutes of the meeting. Everyone remembered the question asked in minute forty-seven: ‘What evidence would change our mind?’ The organisation had thousands of reports but almost no a
Read the full story →Infrastructure Resilience
“It works,” one person said. “For whom, for how long, and compared with what?” Ama replied. Emerging AI, institutional and societal change creates a material need to understand and govern infrastructure resilience.
Read the full story →Psychological Resilience
The nearest specialist was four hours away, so the community had become expert at making imperfect systems work. Emerging AI, institutional and societal change creates a material need to understand and govern psychologic
Read the full story →Adaptive Capacity
Keiko finished the task faster than anyone in the room and could not explain how the answer had been reached. Emerging AI, institutional and societal change creates a material need to understand and govern adaptive capac
Read the full story →Resilience Measurement
The family called it “the second shift”: the hours spent reconciling what different services believed about the same person. Emerging AI, institutional and societal change creates a material need to understand and govern
Read the full story →Recovery from Systemic Shock
The exercise began with a simulated outage and became a test of whether people could still coordinate when the dashboards disappeared. Emerging AI, institutional and societal change creates a material need to understand
Read the full story →Role Broadening
Lucas had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern role broadening.
Read the full story →Smaller Teams with Agents
Melissa finished the task faster than anyone in the room and could not explain how the answer had been reached. Emerging AI, institutional and societal change creates a material need to understand and govern smaller team
Read the full story →Human–Agent Workforce Design
The nearest specialist was four hours away, so the community had become expert at making imperfect systems work. Emerging AI, institutional and societal change creates a material need to understand and govern human–agent
Read the full story →Job Displacement
At the remote site, a plausible alert could stop production, while a missed alert could put a life at risk. Emerging AI, institutional and societal change creates a material need to understand and govern job displacement
Read the full story →Job Creation
The system crossed the border in a day. Its assumptions about language, authority and trust did not travel nearly as well. Emerging AI, institutional and societal change creates a material need to understand and govern j
Read the full story →Skills Transition
The organisation could reach more people with automation, but Nala worried that reach was becoming a substitute for relationship. Emerging AI, institutional and societal change creates a material need to understand and g
Read the full story →Worker Agency
The prototype impressed every investor in the room. The unanswered question on the whiteboard was whether it improved a human outcome. Emerging AI, institutional and societal change creates a material need to understand
Read the full story →Workforce Planning Under Automation
Anika had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern workforce planning under automation.
Read the full story →Productivity Distribution
“It works,” one person said. “For whom, for how long, and compared with what?” Lucas replied. Emerging AI, institutional and societal change creates a material need to understand and govern productivity distribution.
Read the full story →AI-Driven Inequality
At the remote site, a plausible alert could stop production, while a missed alert could put a life at risk. Emerging AI, institutional and societal change creates a material need to understand and govern ai-driven inequa
Read the full story →New Value Models
The exercise began with a simulated outage and became a test of whether people could still coordinate when the dashboards disappeared. Emerging AI, institutional and societal change creates a material need to understand
Read the full story →Automation Dividends
The nearest specialist was four hours away, so the community had become expert at making imperfect systems work. Emerging AI, institutional and societal change creates a material need to understand and govern automation
Read the full story →Labour Market Transition
The system crossed the border in a day. Its assumptions about language, authority and trust did not travel nearly as well. Emerging AI, institutional and societal change creates a material need to understand and govern l
Read the full story →Universal Basic Services
At the remote site, a plausible alert could stop production, while a missed alert could put a life at risk. Emerging AI, institutional and societal change creates a material need to understand and govern universal basic
Read the full story →Economic Concentration
The briefing room was full, but the first slide contained only one question: who carries the consequence if this fails? Emerging AI, institutional and societal change creates a material need to understand and govern econ
Read the full story →Regional Economic Adaptation
By the third lesson, Maya could see which students the new support helped and which students had simply learned to hide their confusion. Emerging AI, institutional and societal change creates a material need to understan
Read the full story →From Hierarchy to Networks
The briefing room was full, but the first slide contained only one question: who carries the consequence if this fails? Emerging AI, institutional and societal change creates a material need to understand and govern from
Read the full story →Liquid Intelligence
Lucas had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern liquid intelligence.
Read the full story →Agentic Operating Models
“It works,” one person said. “For whom, for how long, and compared with what?” Grace replied. Emerging AI, institutional and societal change creates a material need to understand and govern agentic operating models.
Read the full story →Organisational Memory
The project began properly only when the community asked who had defined the problem, who would hold the data and who could stop the work. Emerging AI, institutional and societal change creates a material need to underst
Read the full story →Distributed Decision Making
Mateo had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern distributed decision making.
Read the full story →Dynamic Capability Composition
The nearest specialist was four hours away, so the community had become expert at making imperfect systems work. Emerging AI, institutional and societal change creates a material need to understand and govern dynamic cap
Read the full story →Living Organisations
The family called it “the second shift”: the hours spent reconciling what different services believed about the same person. Emerging AI, institutional and societal change creates a material need to understand and govern
Read the full story →Organisation–Ecosystem Boundaries
Daniel finished the task faster than anyone in the room and could not explain how the answer had been reached. Emerging AI, institutional and societal change creates a material need to understand and govern organisation–
Read the full story →Local Capability Networks
By the third lesson, Fatima could see which students the new support helped and which students had simply learned to hide their confusion. Emerging AI, institutional and societal change creates a material need to underst
Read the full story →Mutual Aid Systems
By the third lesson, Jacob could see which students the new support helped and which students had simply learned to hide their confusion. Emerging AI, institutional and societal change creates a material need to understa
Read the full story →Community Intelligence
Thomas finished the task faster than anyone in the room and could not explain how the answer had been reached. Emerging AI, institutional and societal change creates a material need to understand and govern community int
Read the full story →Digital Inclusion
The prototype impressed every investor in the room. The unanswered question on the whiteboard was whether it improved a human outcome. Emerging AI, institutional and societal change creates a material need to understand
Read the full story →Community Preparedness
The demonstration succeeded inside the test range. The real question was whether it would remain dependable after communications, weather and command assumptions changed. Emerging AI, institutional and societal change cr
Read the full story →Civic Technology
The lesson plan looked personalised on screen. In the classroom, Priya saw that personalisation and understanding were not the same thing. Emerging AI, institutional and societal change creates a material need to underst
Read the full story →Place-Based Resilience
At 8:10 on Monday morning, Samira, the nurse unit manager, removed the word “successful” from the programme dashboard. Emerging AI, institutional and societal change creates a material need to understand and govern place
Read the full story →Community Recovery
The organisation could reach more people with automation, but Maya worried that reach was becoming a substitute for relationship. Emerging AI, institutional and societal change creates a material need to understand and g
Read the full story →Long-Term Scenario Design
“Tell me what changed,” the interviewer said. Fatima paused. “First, tell me what you measured.” Emerging AI, institutional and societal change creates a material need to understand and govern long-term scenario design.
Read the full story →Weak Signal Detection
At 8:10 on Monday morning, Mateo, the clinical researcher, removed the word “successful” from the programme dashboard. Emerging AI, institutional and societal change creates a material need to understand and govern weak
Read the full story →Emerging Risk Identification
The prototype impressed every investor in the room. The unanswered question on the whiteboard was whether it improved a human outcome. Emerging AI, institutional and societal change creates a material need to understand
Read the full story →Alternative Futures
The demonstration succeeded inside the test range. The real question was whether it would remain dependable after communications, weather and command assumptions changed. Emerging AI, institutional and societal change cr
Read the full story →Backcasting
Keiko had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern backcasting.
Read the full story →Strategic Foresight
The system crossed the border in a day. Its assumptions about language, authority and trust did not travel nearly as well. Emerging AI, institutional and societal change creates a material need to understand and govern s
Read the full story →Scenario Stress Testing
The first customer did not ask Priya for more features. They asked what would happen when the system was wrong. Emerging AI, institutional and societal change creates a material need to understand and govern scenario str
Read the full story →Futures Literacy
The ward was not short of data. It was short of quiet moments in which somebody could decide what the data meant. Emerging AI, institutional and societal change creates a material need to understand and govern futures li
Read the full story →Coexistence Norms
At the remote site, a plausible alert could stop production, while a missed alert could put a life at risk. Emerging AI, institutional and societal change creates a material need to understand and govern coexistence norm
Read the full story →Human Control and Machine Autonomy
The demonstration succeeded inside the test range. The real question was whether it would remain dependable after communications, weather and command assumptions changed. Emerging AI, institutional and societal change cr
Read the full story →Machine Social Roles
By the third lesson, Maya could see which students the new support helped and which students had simply learned to hide their confusion. Emerging AI, institutional and societal change creates a material need to understan
Read the full story →Rights and Responsibilities of Artificial Agents
At the remote site, a plausible alert could stop production, while a missed alert could put a life at risk. Emerging AI, institutional and societal change creates a material need to understand and govern rights and respo
Read the full story →Human Dependence on Machine Systems
“It works,” one person said. “For whom, for how long, and compared with what?” Owen replied. Emerging AI, institutional and societal change creates a material need to understand and govern human dependence on machine sys
Read the full story →Shared Environments
The system crossed the border in a day. Its assumptions about language, authority and trust did not travel nearly as well. Emerging AI, institutional and societal change creates a material need to understand and govern s
Read the full story →Conflict and Cooperation
Fatima had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern conflict and cooperation.
Read the full story →Long-Term Coevolution
The headline dated five years from now called the programme a turning point. The smaller correction beneath it explained why that claim was premature. Emerging AI, institutional and societal change creates a material nee
Read the full story →Cross-Organisation Collaboration
Nala had already told the story three times before the appointment began. Emerging AI, institutional and societal change creates a material need to understand and govern cross-organisation collaboration.
Read the full story →Capability Marketplaces
“It works,” one person said. “For whom, for how long, and compared with what?” Thomas replied. Emerging AI, institutional and societal change creates a material need to understand and govern capability marketplaces.
Read the full story →Shared Agents and Infrastructure
At 8:10 on Monday morning, Daniel, the nurse unit manager, removed the word “successful” from the programme dashboard. Emerging AI, institutional and societal change creates a material need to understand and govern share
Read the full story →Interoperable Organisational Systems
Mateo finished the task faster than anyone in the room and could not explain how the answer had been reached. Emerging AI, institutional and societal change creates a material need to understand and govern interoperable
Read the full story →Trust Across Ecosystems
By the third lesson, Melissa could see which students the new support helped and which students had simply learned to hide their confusion. Emerging AI, institutional and societal change creates a material need to unders
Read the full story →Ecosystem Governance
The ward was not short of data. It was short of quiet moments in which somebody could decide what the data meant. Emerging AI, institutional and societal change creates a material need to understand and govern ecosystem
Read the full story →Shared Outcome Models
Day 19, 16:40. Lena wrote one sentence in the margin of the protocol: “The improvement may not belong to the intervention.” Emerging AI, institutional and societal change creates a material need to understand and govern
Read the full story →Networked Public Value
The demonstration succeeded inside the test range. The real question was whether it would remain dependable after communications, weather and command assumptions changed. Emerging AI, institutional and societal change cr
Read the full story →