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Imagined Future Scenarios

Generative AI personalizes upskilling, suggesting to each employee the ideal skills to develop to be more competitive and satisfied with ones job.

Future of Work, Probable Futures, Short Term (1 - 3 years)

Scenario Generated from 'Employment Is Changing Forever' - Harvard Business Review

Future Arc and Implications

Grow Arc

Social Impact: Increased employee satisfaction and career mobility lead to a more skilled and adaptable workforce.

Technological Impact: Generative AI platforms become ubiquitous, driving further advancements in personalized learning and skill assessment technologies.

Ecological Impact: Increased resource consumption due to economic growth fueled by a more productive workforce.

Economic Impact: Higher productivity and innovation drive significant economic growth and increased profitability for companies.

Political Impact: Governments invest in infrastructure to support AI-driven upskilling initiatives and workforce development programs.

Narrative: A world of endless opportunity where continuous learning powered by AI leads to sustained economic growth and societal progress.


Collapse Arc

Social Impact: Widespread job displacement as AI renders many skills obsolete despite upskilling efforts, leading to social unrest and inequality.

Technological Impact: AI algorithms become biased and perpetuate existing inequalities, creating feedback loops of limited opportunity for marginalized groups.

Ecological Impact: Environmental degradation accelerates as economic instability leads to deregulation and unsustainable practices.

Economic Impact: Mass unemployment and economic depression result from AI-driven automation outpacing the capacity for upskilling and job creation.

Political Impact: Political instability arises from widespread discontent and social unrest fueled by job losses and economic hardship.

Narrative: AI-driven upskilling fails to address the fundamental issues of job displacement, leading to social and economic collapse.


Discipline Arc

Social Impact: Employees are tracked and monitored based on their upskilling progress, leading to a culture of surveillance and performance pressure.

Technological Impact: AI becomes a tool for centralized control, ensuring compliance with pre-defined skill sets and career paths.

Ecological Impact: Skills focused on sustainability and resource efficiency are prioritized to meet top-down environmental targets.

Economic Impact: Resource allocation heavily favors industries deemed strategically important by governing bodies, potentially stifling innovation in other sectors.

Political Impact: Authoritarian regimes use AI to control the workforce and suppress dissent, ensuring conformity to state-defined skill sets.

Narrative: A highly controlled and regimented future where AI upskilling serves as a tool for enforcing conformity and achieving centrally planned objectives.


Transform Arc

Social Impact: Individuals gain greater autonomy and purpose through personalized upskilling, leading to a more engaged and fulfilled workforce.

Technological Impact: Open-source AI platforms empower individuals and communities to develop customized learning solutions aligned with their values and needs.

Ecological Impact: Upskilling focuses on regenerative practices, fostering a circular economy and promoting environmental stewardship.

Economic Impact: A new economic model emerges based on skills-based contributions and decentralized value creation, challenging traditional employment structures.

Political Impact: Decentralized governance models enable communities to define their own skill priorities and shape the future of work.

Narrative: AI facilitates a radical shift towards self-directed learning and purpose-driven work, empowering individuals and transforming the fabric of society.

Product ideas generated based on this scenario

Projects inspired by this scenario

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.