The Business Engineer

The Business Engineer

Share this post

The Business Engineer
The Business Engineer
Navigating The AI Workforce Shift
Copy link
Facebook
Email
Notes
More

Navigating The AI Workforce Shift

Gennaro Cuofano's avatar
Gennaro Cuofano
May 19, 2025
∙ Paid
38

Share this post

The Business Engineer
The Business Engineer
Navigating The AI Workforce Shift
Copy link
Facebook
Email
Notes
More
16
Share

The current workforce transformation represents a pivotal phase in the broader AI Economic Supercycle, specifically the "Workforce Shift" stage identified in the AI Horizontal Enabling Layer framework I’ve talked about last year.

With over 52,000 tech jobs cut by mid-2025 while the "Big Four" tech companies simultaneously invested $320 billion in AI infrastructure, we are witnessing a strategic resource reallocation rather than simple cost-cutting.

This report analyzes the workforce shift pattern as a natural progression in the AI-driven economic transformation cycle, examining its causes, patterns, and strategic implications for businesses and policymakers.

And in the end, a focused analysis on how to start the reskilling process as a professional, to thrive in a market, which is quite challenging for many at the moment.

We’re all navigating this together, so I hope this piece can help you make sense on what to do next.

Understanding the AI Economic Supercycle

The AI Economic Supercycle represents a fundamental, multi-decade transformation of the global economy.

Unlike previous technological revolutions that primarily created informational layers (like the internet), AI establishes an intelligence layer that transforms core business value propositions.

This supercycle is expected to mature over 30-50 years, similar to how the microchip revolution reshaped industries across generations.

The Five Phases of the AI Supercycle

The AI Horizontal Enabling Layer framework identifies five key phases of this economic transformation:

  1. Automation Begins: Initial AI integration focuses on automating routine tasks, with red indicators of disruption outweighing green creation signals (past three years).

  2. Workforce Shift: A strategic reallocation of resources from traditional human capital toward AI-augmented productivity, with workforce rebalancing across industries (Now).

  3. New Markets: Emergence of novel business models and opportunities enabled by AI capabilities.

  4. Scalable Growth: Accelerated economic expansion as AI applications mature and scale across sectors.

  5. New Equilibrium: A transformed economy where AI and human capabilities reach an optimized balance.

We are currently witnessing the acceleration of the "Workforce Shift" phase, characterized by simultaneous job reductions and massive AI investments.


Access The Workshop


This post is for paid subscribers

Already a paid subscriber? Sign in
© 2025 Gennaro Cuofano
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture

Share

Copy link
Facebook
Email
Notes
More