Unlike the previous era of highly profitable, self-funding tech giants, the AI boom requires enormous capital for infrastructure. This has forced tech companies to seek complex financing from Wall Street through debt and SPVs, re-integrating the two industries after years of operating independently. Tech now needs finance to sustain its next wave of growth.

For years, cash-rich tech giants buoyed markets by returning capital to investors via share buybacks. The current wave of capital-intensive IPOs and bond issuances reverses this trend. Tech firms are now absorbing investor cash instead of returning it, potentially draining market liquidity and creating downward pressure on stock prices.

Contrary to expectations given the 'SaaS apocalypse', a survey of software employees revealed they want a higher proportion of their compensation in stock, preferring around 35% versus the 25% they currently receive. The lure of life-changing wealth from equity continues to outweigh market volatility.

Incentive plans like Elon Musk's, requiring 10x stock growth for a payout, are culturally and practically impossible in mature industries. A CEO at a company like Target would never accept such a high-risk structure, highlighting the vastly different growth expectations between tech and traditional businesses.

For the first time in years, leading-edge tech is incredibly expensive. This requires structured finance and massive capital, bringing Wall Street back to the table after being sidelined by cash-rich tech giants. The chaos and expense of AI create a new, lucrative playground for financiers.

The prevalent model of granting employees stock options (RSUs) in Silicon Valley isn't an emergent phenomenon but a direct legacy of a single company: Fairchild Semiconductor. This demonstrates that a new model for capitalism can be established by the actions of just one pioneering firm.

The current AI investment frenzy is a powerful feedback loop. Silicon Valley labs promote a grand narrative to justify huge capital needs. Simultaneously, Wall Street firms earn massive fees by financing this buildout, creating a shared, bi-coastal incentive to keep the 'super cycle' narrative going, independent of immediate profitability.

Despite perceptions of quick wealth, venture capital is a long-term game. Investors can face periods of 10 years or more without receiving any cash distributions (carry) from their funds. This illiquidity and delayed gratification stand in stark contrast to the more immediate payouts seen in public markets or big tech compensation.

The traditional tech compensation hierarchy has inverted. Top AI engineers at companies like Meta are receiving four-year liquid stock packages worth a billion dollars, surpassing the illiquid, long-term carry of even the most successful venture capitalists. This marks a significant shift in the most lucrative roles in tech.