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SoftBank's Masayoshi Son advised Nikesh Arora against spending excessive energy trying to fix underperforming investments. As an investor, the same effort applied to a winning company could quadruple its value, yielding far greater returns than bringing a failing one back to baseline. It's a lesson in focusing on power-law outcomes.

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The power law isn't just a portfolio theory; it's a mental model. Deeply understanding that a few outlier investments drive all returns helps new VCs overcome risk aversion. It shifts their focus from avoiding failure to seeking opportunities with massive upside, which is essential for success.

Investor Byron Deeter's key lesson is to avoid 'fixer-upper' investments. Instead of trying to turn a 'good' company 'great,' the highest leverage comes from finding already-great teams and providing resources to help them become excellent while maintaining their high-growth trajectory.

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.

In venture capital, the potential return from a single massive winner (1000x) is so asymmetric that it dwarfs the cost of multiple failures (1x loss). This reality dictates that the primary focus should be on identifying and capturing huge winners, making the failure to invest in one a far greater error than investing in a company that goes to zero.

Since it's impossible to know upfront which investments will generate outlier returns, the key isn't picking them but holding them. The biggest mistake is 'cutting your flowers to water your weeds'—selling winners to invest in underperformers. You must 'circle the wagons' around your core assets.

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%.

VC outcomes aren't a bell curve; a tiny fraction of investments deliver exponential returns covering all losses. This 'power law' dynamic means VCs must hunt for massive outliers, not just 'good' companies. Thiel only invests in startups with the potential to return his whole fund.

Lior Susan highlights the biggest mental hurdle for former operators becoming VCs: internalizing the power law. Operators are builders wired to fix problems and believe they can turn any situation around. In VC, success is driven by a few massive outliers, requiring focus on winners, not on fixing every company.

Most investors expect a normal distribution of returns, but reality shows a few big winners are responsible for the bulk of portfolio growth. This is a core concept in venture capital that applies equally to public market investing, where 1-3 investments can generate over half of all returns.

When a massive investment's core premise fails early (like at Thinking Machines), the best move is to treat it like a failed seed deal. Investors should seek to wind it down, accept a small, quick loss, and redeploy the returned capital into successful ventures rather than attempting a painful turnaround.