Vlad Tenev

The Google Paradox: Legacy Risk vs. Frontier Potential Google currently presents a classic case of institutional divergence. On one hand, 85% of its revenue relies on a search model that OpenAI and general AI queries threaten to cannibalize. This is not a minor adjustment; it is a fundamental shift in how the world accesses information. However, dismissing the incumbent ignores their massive investments in superintelligence. The company possesses a level of global trust and legacy value that few startups can replicate. They are positioned for a "grand slam" because their frontier labs are solving problems beyond simple search, potentially replacing lost revenue with an even larger share of the global problem-solving economy. Tesla and the Infinite Labor Thesis While others focus on electric vehicle margins, Tesla is effectively an early-stage robotics firm disguised as an automaker. The Optimus project represents more than just automation; it is an attempt to build an "infinite labor machine." If Elon Musk can execute on generalized robotics, the company could theoretically rebuild industrial foundations from the ground up. This is a high-stakes bet on execution. The value is not in the cars sold today, but in the robotics stack that could render human labor costs obsolete in manufacturing and beyond. Founder Visionaries: NVIDIA’s Long Game True wealth creation requires a decade-long horizon, a trait exemplified by Jensen Huang. He risked NVIDIA repeatedly on projects that took twelve years to mature. This "crazy" conviction is what separates market leaders from also-rans. Similarly, figures like Demis Hassabis at Google DeepMind have driven the foundational breakthroughs that make modern AI possible. These leaders share a common denominator: the willingness to be misunderstood for years while building the infrastructure of the future. Prediction Markets vs. Strategic Investing Prediction markets are gaining traction, but they are often misunderstood as investment vehicles. These platforms are essentially zero-sum games with a fixed pie. For every winner, there must be a loser. Real investing, by contrast, targets a growing global capital market where the total value expands annually. While prediction markets excel at training the brain to think in probabilities—a vital skill for any disciplined investor—they should not be confused with the long-term cultivation of assets in an expanding economy.