Traditional valuation models assume growth decays over time. However, when a company at scale, like Databricks, begins to reaccelerate, it defies these models. This rare phenomenon signals an expanding market or competitive advantage, justifying massive valuation premiums that seem disconnected from public comps.

The case of Netflix in 2016, with a P/E over 300, shows that high multiples can reflect a company strategically sacrificing short-term profits for global expansion. Instead of dismissing such stocks as expensive, investors should use second-order thinking to ask *why* the market is pricing in such high growth.

Intrinsic value shouldn't be confused with a 12-month price target. It is a calculation of a company's long-term worth, akin to a private market or takeover value. This stable anchor allows investors to assess the "margin of safety" at any given market price and ignore daily noise, rather than chasing a specific trading level.

The classic 'margin of safety' isn't limited to tangible assets. For modern, asset-light companies, safety is found in predictable, high-growth earnings. A business with strong earnings visibility, high switching costs, and rapid growth can have a massive margin of safety, even with a high price-to-book ratio.

Palantir commands a massive valuation premium because it is both well-run and unique, with no clear alternatives. This lack of competition dramatically reduces churn risk and increases the durability of future cash flows, justifying a higher multiple than other software companies that operate in more crowded markets.

Stocks with the strongest fundamentals (top dog, sustainable advantage, great management) are often labeled "overvalued" by commentators. Gardner argues this perception is actually the ultimate buy signal, as the market consistently underestimates the long-term potential of true greatness.

Financial models struggle to project sustained high growth rates (>30% YoY). Analysts naturally revert to the mean, causing them to undervalue companies that defy this and maintain high growth for years, creating an opportunity for investors who spot this persistence.

Investors instinctively value the distant future cash flows of elite compounding businesses higher than traditional financial models suggest. This phenomenon, known as hyperbolic discounting, helps explain why these companies consistently command premium multiples, as the market behaves more aligned with this model than standard exponential discounting.

When analyzing a true market disruptor with a long growth runway, the bigger analytical error is being too conservative. A forecast that is too low and prevents an investment is more damaging to long-term returns than an overly optimistic one that is later adjusted. The goal is to "get it right," not just be safe.