How AI Becomes the Ultimate Lever Transforming Work, Wealth, and Society

AI as a Personal Multiplier

Hyung Won Chung argues that humans often underestimate the magnitude of AI‑driven change because we are poor at perceiving slow, multi‑year shifts. He defines a lever as a mechanism where a tiny or zero input produces a large output.

Historically, wealth creation relied on three levers—human labor, capital, and code. AI now serves as a fourth, far more powerful lever.

Human Lever

Large workforces amplify output but require permission, wages, and coordination, as illustrated by the construction of the pyramids.

Capital Lever

Borrowing amplifies investment returns, exemplified by real‑estate leverage, yet it can also cause systemic risk, as seen in the 2008 financial crisis.

Code and Media Lever

Software’s near‑zero marginal cost allows a single program to serve millions of users without extra effort, and media can be replicated endlessly, creating virtually unlimited value growth.

AI combines the strengths of human and code levers: it works like hired labor while being infinitely copyable software that requires no additional permission.

Agents Enable Permission‑less Compound Leverage

AI agents can be duplicated instantly, allowing small startups to achieve multi‑hundred‑million‑dollar revenues with only a handful of people.

Because traditional large‑scale human collaboration faces coordination bottlenecks, adding an AI assistant to each employee can multiply output while adding negligible overhead.

This shift, which Chung calls “profound,” changes not only efficiency but the very structure of production, potentially altering power dynamics and wealth distribution.

AI as a Catalyst for Scientific Progress

Chung emphasizes that AI can bridge fragmented expert knowledge, acting as a “shell” that connects high‑dimensional knowledge spikes across disciplines.

He argues that sustainable growth stems from scientific advancement, and AI is the most useful tool to overcome the bottlenecks of increasingly complex frontier technologies.

In his concluding question, Chung asks whether we are underestimating AI’s transformative leverage and urges us to consider AI as a new, powerful lever reshaping humanity’s future.