Advances in artificial intelligence (AI) are prompting a reevaluation of the future of work, with experts debating its potential impacts on employment and society. While previous technological shifts have disrupted jobs, they also created new opportunities, often balancing or exceeding those lost. Whether AI will follow the same pattern remains uncertain, as its rapid development threatens even professions previously considered resistant to automation.

One perspective, articulated recently by Bill Gates, suggests the establishment of "human reserved" jobs—roles that are intentionally preserved for human workers and inaccessible to machines. This approach aims to maintain social engagement and psychological well-being tied to work. Alternatively, some advocate for a future where universal basic income (UBI) supports a transition to a leisure-oriented society, with income provided through unconditional cash transfers.

UBI trials conducted so far often fall short of the idealized concept, with programs rarely being universal, basic, or guaranteed income. However, a comparable, long-standing real-world example exists in the form of state pension systems across many developed countries. These provide unconditional cash payments to retirees and offer insights into how a society with guaranteed income might function.

Data from countries like the United Kingdom shows that many pensioners continue to participate in paid work beyond retirement age, either for enjoyment or social interaction. When the definition of work expands beyond formal employment to include voluntary activities—such as childcare, community governance, serving as magistrates, or volunteering in cultural institutions—the level of engagement remains significant. Conversely, some individuals without paid or voluntary work dedicate their time to leisure, while others may become drawn into extreme ideological views online, highlighting a potential social risk.

The experiences of pensioners suggest that the psychological need for meaningful activity persists even when income is assured. The decline of both paid and voluntary work can have adverse mental health effects, emphasizing that work provides more than just financial benefits—it also contributes to a sense of purpose and social cohesion.

Younger populations may face greater challenges in an AI-driven economy. Research indicates that, while middle-aged and older adults are not immune to radicalization, youth are more prone to adopting violent forms of extremist ideologies if deprived of meaningful work or engagement. This raises concerns about social stability in scenarios where employment opportunities diminish substantially.

Proponents of minimum wage laws and labor protections acknowledge these policies come with economic costs but argue they are justified by their social benefits. The evolving landscape with AI will require policymakers to weigh the economic gains of automation against the societal value of retaining human work roles.

As AI continues reshaping industries, political debates are expected to focus increasingly on finding this balance—how to integrate machine efficiency without undermining the social and psychological roles that work fulfills for individuals and communities.