“AI is going to play a much bigger role in shaping our decisions, work and daily lives, but not because it becomes some all-knowing overlord that replaces everyone overnight. The real transformation is simpler and more destabilizing: AI will steadily lower the amount of human labor required to produce the same output, while our systems for distributing income remain stuck in the assumption that wages are the primary way people access the economy. That mismatch is where the chaos originates.
“People will embrace AI quickly wherever it’s clearly useful. It will reduce friction, eliminate busywork, speed up writing and analysis, improve customer service and make individuals more capable in ways that feel empowering. For many, it will be like gaining a competent assistant who never gets tired. Businesses will adopt it because it saves money and time. Individuals will adopt it because it makes them more effective. Entire industries will restructure around AI because the competitive pressure will be relentless. That is the nature of productivity tools: if they work, they spread.
“But resistance will rise just as quickly, because the benefits will not be evenly distributed. AI will boost the people who already have leverage and security and it will threaten the people whose livelihoods depend on tasks that can be replicated, automated or made cheaper by machines. Resistance won’t be irrational. It will be a rational response to insecurity, wage pressure and the feeling of being treated as disposable. We’ll see backlash in politics, in labor movements, in regulation and in culture. We’ll see attempts to carve out ‘human-only’ work, not because humans are always better, but because humans want dignity, trust and connection. And we’ll see institutions try to slow adoption when accountability lags behind capability.
A society can tolerate change when people believe the system is fair and the future is navigable. It becomes brittle when people feel like one bad month can ruin them and that no amount of effort guarantees stability. … Resilience, then, is not a personal virtue. It is a set of capacities and supports that determine whether people can adapt without breaking.
“The struggle, though, will be the most common experience and it won’t look dramatic. It will look like more churn. More ‘restructuring.’ More jobs that are technically available but pay less and offer fewer benefits. More people stuck in unstable schedules, short-term contracts and gig work that doesn’t build a life. Even when someone isn’t replaced outright, the threat of replacement is enough to weaken bargaining power. If employers can credibly say, ‘We can do this with fewer people now,’ wages stagnate, conditions worsen and the floor gets shakier for everyone below the top. This is how you create a society that is richer on paper and poorer in lived experience.
“The ripple effects will be mixed. Some will be good: cheaper services, faster innovation, new products, better tools and real breakthroughs. Some will be neutral: workflows changing, job titles shifting, new norms emerging. Some will be harmful: income insecurity spreading, inequality widening and a growing sense that life is becoming more luck-driven. That last part matters. A society can tolerate change when people believe the system is fair and the future is navigable. It becomes brittle when people feel like one bad month can ruin them and that no amount of effort guarantees stability.
“Resilience, then, is not a personal virtue. It is a set of capacities and supports that determine whether people can adapt without breaking. Cognitively, we need stronger reality-testing. AI will generate a flood of convincing content and the ability to verify claims, check sources and track uncertainty becomes basic self-defense. We also need systems thinking, because the temptation will be to blame individuals for outcomes that are clearly structural. Emotionally, we need distress tolerance, because volatility is exhausting. We need shame resistance, because displacement will be common and people will internalize it as failure. We need the ability to rebuild identity without collapsing, because so many of us were taught to fuse our worth to our work.
“Socially, resilience depends on relationships. People do not navigate disruption alone. Communities that have mutual support, trust and belonging are harder to fracture. Ethically, we need clarity about what is owed to people in a high-productivity society. If AI increases wealth while reducing the need for human labor, then clinging to the idea that income must be earned through employment becomes not only outdated, but dangerous. It turns technological progress into social regression.
The choice is whether we build a resilient foundation so that transformation expands freedom instead of amplifying insecurity. If we let gains concentrate and people fall to zero, we will get instability, backlash and needless suffering. If we build the floor, share the dividend of productivity and treat resilience as infrastructure, we can turn nonhuman labor into human security and human agency.
“The most practical resilience resource is an unconditional basic income (UBI) floor. Not a maze of conditional programs, not a temporary patch, not something you get only after proving you are sufficiently desperate. A floor that is there before people fall. That single change transforms the experience of disruption. Losing a job stops being a cliff and becomes a transition. People can search longer, train longer, relocate if needed, care for family, take risks, start something new and recover from shocks without spiraling into crisis. It also stabilizes the broader economy by maintaining demand. When people have money, they spend it. When they spend it, businesses have customers. When businesses have customers, jobs exist. An income floor is not just about compassion. It’s macroeconomic stabilization and social risk management.
“New vulnerabilities will emerge alongside these changes. Dependence on AI can weaken judgment and erode basic competencies. Manipulation will become easier as persuasion gets personalized and scalable. Systems will become more brittle if we build them on tools that can fail, change or be withdrawn. The coping strategies we must teach are simple but essential: verification habits, disciplined use of AI as an assistant rather than an authority, redundancy in skills and support networks and shared norms that reward transparency and punish deception.
“The choice is not whether AI transforms society. It will. The choice is whether we build a resilient foundation so that transformation expands freedom instead of amplifying insecurity. If we let gains concentrate and people fall to zero, we will get instability, backlash and needless suffering. If we build the floor, share the dividend of productivity and treat resilience as infrastructure, we can turn nonhuman labor into human security and human agency.”
This essay was written in January 2026 in reply to the question: “AI systems are likely to begin to play a much more significant role in shaping our decisions, work and daily lives. How might individuals and societies embrace, resist and/or struggle with such transformative change? As opportunities and challenges arise due to the positive, neutral and negative ripple effects of digital change, what cognitive, emotional, social and ethical capacities must we cultivate to ensure effective resilience? What practices and resources will enable resilience? What actions must we take right now to reinforce human and systems resilience? What new vulnerabilities might arise and what new coping strategies are important to teach and nurture?” This and 200-plus additional essay responses are included in the 2026 report “Building a Human Resilience Infrastructure for the AI Age.”