Private Equity investors often misunderstand the VC model, questioning the lack of deep due diligence. They fail to grasp that VCs operate on power laws, needing just one investment to return the entire fund, making the potential for exponential growth the only metric that truly matters.

The memo details how investors rationalize enormous funding rounds for pre-product startups. By focusing on a colossal potential outcome (e.g., a $1 trillion valuation) and assuming even a minuscule probability (e.g., 0.1%), the calculated expected value can justify the investment, compelling participation despite the overwhelming odds of failure.

Top growth investors deliberately allocate more of their diligence effort to understanding and underwriting massive upside scenarios (10x+ returns) rather than concentrating on mitigating potential downside. The power-law nature of venture returns makes this a rational focus for generating exceptional performance.

Acknowledging venture capital's power-law returns makes winner-picking nearly impossible. Vested's quantitative model doesn't try. Instead, it identifies the top quintile of all startups to create a high-potential "pond." The strategy is then to achieve broad diversification within this pre-qualified group, ensuring they capture the eventual outliers.

Founders Fund’s early $20 million investment in SpaceX, representing nearly 10% of its $220 million fund, perfectly exemplifies the venture capital power law. This single, high-conviction bet is poised to become one of the greatest VC investments ever, showcasing a strategy where one outlier success can return an entire fund many times over.

The asymmetrical nature of stock returns, driven by power laws, means a handful of massive winners can more than compensate for numerous losers, even if half your investments fail. This is due to convex compounding, where upside is unlimited but downside is capped at 100%.

Demonstrating the power law in venture capital, Khosla Ventures has a unique track record in financial services. For every fund in its history, a single successful fintech investment (such as Square, Stripe, or Affirm) has been sufficient to return the entire fund's capital to its limited partners.

The venture capital return model has shifted so dramatically that even some multi-billion-dollar exits are insufficient. This forces VCs to screen for 'immortal' founders capable of building $10B+ companies from inception, making traditionally solid businesses run by 'mortal founders' increasingly uninvestable by top funds.

The majority of venture capital funds fail to return capital, with a 60% loss-making base rate. This highlights that VC is a power-law-driven asset class. The key to success is not picking consistently good funds, but ensuring access to the tiny fraction of funds that generate extraordinary, outlier returns.