Copyright
Bianca de Teffé ErbPublished On
2026-05-15Language
- English
Print Length
12 pagesTHEMA
- UY
- QDTQ
- KJ
- JPP
- KJG
- YPMT
BISAC
- COM004000
- PHI005000
- SOC071000
- BUS070030
- EDU039000
Keywords
- artificial intelligence
- AI ethics
- intelligent systems
- machine learning
- AI impact
- moral responsibility
7. AI and the Future of Work
- Bianca de Teffé Erb (author)
What does AI actually do to work — and what should we do about it?This chapter argues that the question has been badly framed for decades. The “robots taking jobs” narrative obscures a more precise and more useful truth: AI automates tasks, not jobs, and the difference matters enormously for how individuals, organisations, and policymakers respond. Drawing on labour market data, historical analogy, and emerging workplace evidence, the Chapter constructs a layered picture of a transition already underway, one where only 9% of jobs are fully automatable, but virtually every job is being touched.Five lessons from past technological transitions anchor the analysis: fear and hype are temporary; adaptation determines who benefits; companies that train workers outperform those that simply cut them. Against this backdrop, the chapter maps three categories of skills: those AI is absorbing, those needed to work alongside it today, and those that make humans irreplaceable tomorrow. It then traces AI's four-channel impact on the labour market: evolution of existing roles, creation of entirely new ones, redistribution across geographies and demographics, and selective displacement concentrated among older and lower-mobility workers. The future of work will be shaped by decisions made at every level of society.
Contributors
Bianca de Teffé Erb
(author)Bianca de Teffé Erb is Partner at Deloitte, founder and leader of AI Ethics practice, focusing on algorithmic governance and ethics, AI risk and regulatory compliance. With over a decade of consulting experience, she has advised public institutions, supranational bodies, and major industrial groups, including NATO, ESA, UN, FAO and ECDC to develop policies and guide responsible AI adoption in compliance to EU AI Act and international standards. She also collaborates with academia and sectorial institutions as author of ground-breaking research papers driving societal change, such as ‘Towards an Ethics by Design Approach for AI’ report presented to EU Parliament and is an active speaker and thought leader contributing to international conferences (United Nations, ISPI, AI Festival, etc.).In 2018, she was named one of Forbes Italy’s Top 30 Under 30, ranking first in the Enterprise Technology category.She is a sociologist and is currently pursuing a PhD in Artificial Intelligence at the University of Milan, where her research focuses on the impact of the future of work in the public sector.