AI Will Divide the Future Workforce by Functionality, Not Digital Abilities: CFTE Whitepaper

Editorial Team
5 Min Read


The rise of AI is creating a brand new divide, not between the digitally literate and illiterate, however between those that can adapt their capabilities and those that can’t, in line with a brand new whitepaper by the Centre for Finance, Expertise and Entrepreneurship (CFTE).

CFTE whitepaperThe AI-fication of Skills whitepaper argues that synthetic intelligence isn’t just remodeling jobs, but in addition how expertise itself is outlined and developed. It identifies three rising profiles within the workforce: ‘Mass Displacement’, ‘Supercharged Professionals’ and ‘Artistic Disruptors’.

These classes, in line with CFTE, are already starting to affect how folks and organisations adapt as AI turns into a pervasive power on the planet of labor.

The whitepaper means that conventional coaching and upskilling efforts are now not sufficient. Whereas studying to make use of AI instruments is vital, the report contends that the actual benefit will come from constructing capabilities like structured pondering, judgment and system-level management.

Tram Anh Nguyen and Huy Nguyen Trieu, co-founders of CFTE, write within the whitepaper: “In a world formed by AI, outcomes will diverge – and quick. Some people will thrive. A couple of will do exceptionally nicely. However many will fall behind if we do nothing. It’s already taking place, simply not the place most individuals are trying.”

“Understanding who falls into which class is essential. For people, organisations, and nations alike, it’s the basis for significant preparation. However extra importantly, understanding the attributes that outline success in an AI world offers us the flexibility to maneuver folks – deliberately – into the precise classes.”

New frameworks

To assist people, organisations and governments handle these shifts, the whitepaper introduces two main frameworks: the Efficiency Hexagon and the CDE Innovation Prism – that are then complemented by a 3rd device, the AI Functionality Engine (ACE).

  • The Efficiency Hexagon maps how folks create worth, from routine job execution to strategic and transformational roles.
  • The CDE Innovation Prism seems to be at how AI impacts industries by optimisation, amplification and disruption.
  • The AI Functionality Engine (ACE) offers a technique to outline, deploy and measure AI-readiness throughout total populations, supporting capability-building at scale.

These frameworks purpose to assist decision-makers transfer past conventional approaches to coaching and workforce improvement, which the report argues are too sluggish and slim to maintain up with the size of change pushed by AI.

Scale of AI

Citing knowledge from the Worldwide Financial Fund and the World Financial Discussion board, the whitepaper factors to the size of this transformation. As much as 300 million jobs globally might be disrupted by AI within the coming years, with 96 million new roles probably created and 83 million disappearing.

In April 2025 alone, OpenAI surpassed one billion customers, marking the quickest adoption of a expertise platform in historical past… quicker than smartphones, social media or the web itself.

In the meantime, fashions like Gemini Flash 1.5 have reduce deployment prices by as much as 10 to 100 occasions in comparison with earlier massive language fashions. On the identical time, NVIDIA, an organization as soon as identified for graphics playing cards, crossed a $2trillion valuation pushed by AI demand, showcasing how new gamers have gotten financial powerhouses.

Geopolitical precedence

Nations that put money into growing adaptable, future-ready expertise are more likely to achieve a long-term benefit within the international economic system. It recommends that governments transfer past digital literacy campaigns to construct public-private infrastructure and foster institutional fluency in AI methods.

The report additionally outlines how entry to AI instruments is more and more common, however adaptation isn’t – highlighting a rising hole between those that can develop and evolve capabilities in actual time and those that threat falling behind.

The discharge of The AI-fication of Skills builds on CFTE’s earlier work, The AI-fication of Jobs, launched in 2024. Whereas the sooner report centered on how roles are altering, this new publication shifts the lens to the broader query of how people, organisations and nations can thrive in a world influenced by AI.

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