Middle-Out Economics: Small Business, AI, and Tax Reform

Median full‑time wages in the United States have not kept pace with overall economic growth since 1975. A full‑time worker now earns about $60,000, roughly half of the $120,000 they would have earned if wages had tracked productivity. Meanwhile, the top 1 % of Americans saw their share of national income triple, rising from 8.5 % in 1980 to 22 % by 2007. Technology and globalization have hollowed out the middle class by cutting out middlemen and automating labor, creating a “K‑shaped” economy where gains accrue to the wealthy and tech‑enabled while the working class stalls. The historical “Engles pause” (1790–1840) offers a parallel: a period of rapid technological change that preceded a widening gap between capital owners and workers. A thriving middle class remains the technical mechanism that drives both economic growth and democratic stability.

Economic Philosophy and Policy

Policymakers operate within a prevailing “water” of economic understanding that shapes every decision. Neoliberalism’s focus on shareholder value and capital efficiency has produced concentration rather than broad‑based growth. The debate pits “trickle‑down” models against a “middle‑out” approach that treats the middle class as the cause of growth, not merely a consequence. To shift policy, one must change the meta‑level ideas that frame cause and effect in the public mind. As the “narrow corridor” theory explains, societies succeed when market dynamism coexists with democratic inclusion; drifting too far toward either extreme threatens the corridor’s stability.

The Role of Entrepreneurship and Ownership

Entrepreneurship supplies “optionality,” giving workers multiple employment choices and forcing employers to compete for talent through higher pay and better conditions. Small businesses, which number 5.7 million in the UK alone, are the primary engine of job creation. Direct ownership of assets—homes, businesses, shares—provides real wealth, whereas stock options often fail to deliver lasting benefits. Financialization of housing, exemplified by private‑equity firms buying homes, threatens middle‑class security. Strategic monopolies such as Amazon and Google hollow out competition, stifle innovation, and deepen inequality. As one guest put it, “The enemy is the financialization of our homes. The enemy is big mega corps that don’t want to pay tax.”

The Future of Work and AI

Artificial intelligence is expected to disrupt many entry‑level roles, yet it also offers augmentation that could let a single person accomplish the work of five. The transition may be “ugly,” with periods of labor market turbulence before a new equilibrium emerges. In the long run, an “enterprise economy” may arise where individuals harness AI agents to build trillion‑dollar enterprises. Companies like Anthropic and Figure AI illustrate both the displacement risk and the potential for AI‑driven productivity gains.

Policy and Governance

The U.S. tax system contains loopholes that let the wealthy pay lower effective rates than ordinary citizens. Progressive minimum‑wage standards—higher for large corporations, lower for small firms—are proposed to raise labor standards without crushing small‑business viability. Sovereign wealth funds, modeled on Norway’s, could distribute returns from natural resources or AI‑generated value to all citizens. A consensus emerges that corporations should be taxed where their customers reside and that breaking up strategic monopolies is the “least worst” solution to restore competition. As one speaker noted, “There is literally no example on planet earth of a high‑functioning society without big government.”

Mechanisms Behind the Arguments

• Theory of Marginal Productivity claims wages equal the exact value a worker adds, a narrative that can suppress worker revolt.
• Optionality creates competitive pressure on employers, raising wages without direct government action.
• Sovereign Wealth Fund channels public wealth back to citizens, smoothing the distribution of large‑scale gains.
• K‑Shaped Economy describes divergent outcomes for the wealthy versus the working class.
• Non‑Ergodic Markets illustrate how advantages compound over time, leading to dominant players.
• Negative Cash Conversion Cycle—exemplified by Amazon—shows how strategic cash flow can fund rapid expansion.

These concepts together outline a roadmap for moving from a neoliberal, concentration‑driven system toward a “middle‑out” economy that revitalizes the middle class and sustains democratic capitalism.