The Columbus Unicorn Analogy: What 16th-Century Venture Capital May Reveal About Today’s Confusing AI-Disrupted Global VC Landscape 752
Half a millennium ago, a Genoese sailor named Christopher Columbus faced repeated rejections from several European courts. Eventually he persuaded the Spanish Crown to fund his daring plan to sail westward toward Asia. Spain in essence became a Renaissance venture capitalist. It supplied capital for a high-risk voyage that offered asymmetric upside and only modest immediate risk to the Crown. Columbus reached the New World in 1492. The expedition exceeded every reasonable expectation and opened vast new territories and resources.
After this 'breakthrough', European powers diverged sharply in their responses to this discovery. Their long-term outcomes depended far less on the initial breakthrough and far more on the institutions and systems each built around it. Some extracted quick wealth and later declined, others constructed frameworks that allowed gains to compound across generations. This historical pattern may offer a thoughtful perspective on the current venture capital environment.
AI is a disruptive force that continues to challenge established assumptions about moats, scale, defensibility, unit economics, capital efficiency, and sustainable competitive advantage. The present moment feels especially ambiguous. We witnessed the so-called SaaS apocalypse, followed by intense enthusiasm for agents, then, AI-native companies, then deeper questions about whether enduring value will come from ambitious system-level platforms resembling advanced versions of ServiceNow, Palantir. At the same time, enormous sums of capital flow into current datacenters, chip fabrication plants, and energy infrastructure. Yet possible advances in the physics of computation, including photonics and light-based systems, quantum approaches, neuromorphic designs, or entirely new paradigm may mean terminal value is fragile if depreciation cycles are longer than efficiency cycles.
In this environment where uncertainty and possibility coexist, the lessons from the Age of Discovery may provide useful reflection.
After the Ottoman Empire captured Constantinople in 1453, it imposed heavy restrictions on traditional Silk Road routes. European merchants encountered rising costs and blocked access to Asian goods. This structural bottleneck created widespread pressure for innovation. Columbus presented Spain with a classic power-law opportunity. He proposed a western route that could deliver massive rewards in trade, territory, and resources. Spain accepted the wager that other courts had passed on.
The voyage produced consequences that transformed global affairs. Enormous flows of silver from mines such as Potosí and gold from additional sources reached Spain. This single outlier generated wealth on a scale that financed major wars and secured temporary supremacy in the 16th century. It exemplified the ultimate venture capital success. However, it was short-lived, Spain soon faced what later became known as the resource curse. The surge of bullion triggered severe inflation during the Price Revolution. It weakened domestic manufacturing and prompted the Crown to favor military spending over productive investment. Spain declared bankruptcy four times between 1557 and 1596. Extractive wealth without strong compounding institutions showed its limits.
Portugal followed a distinct path. It developed a widespread network of fortified trading posts known as "feitorias" across Americas, Africa, India, and Asia. These outposts emphasized control of key maritime chokepoints and logistics routes rather than large inland territories. The strategy produced meaningful early monopoly rents through trade dominance. However, the model relied heavily on physical assets. It offered limited capacity for continuous innovation or capital reinvestment. More adaptable rivals eventually eroded its position.
In 1602 the Dutch Republic launched the VOC, widely considered the first publicly traded joint-stock company. Through the Amsterdam Bourse, risk spread across thousands of investors instead of remaining concentrated with one sovereign. This approach turned individual voyages into portfolio components. Capital gained the ability to compound over extended periods rather than depending on isolated expeditions. The Dutch model brought new resilience and scalability to maritime enterprise.
England attained the most lasting advantage but through the careful construction of interconnected institutions. Chartered companies distributed risk. The Bank of England, established in 1694, supported sovereign credit and capital recycling. A capable navy, sustained by trade revenues, protected expanding routes and enabled continued growth. These components formed a self-reinforcing cycle that drove industrial expansion and long-term leadership.
France achieved notable results in luxury manufacturing and colonial trade. Its financial systems, however, frequently encountered serious problems. The Mississippi Company project led by John Law between 1716 and 1720 illustrated the dangers of centralized capital allocation. It merged state debt, monopoly rights, and speculative currency in ways that produced an initial boom followed by collapse, hyperinflation, and extended stagnation. Over-centralization often reduced essential market feedback.
In the 16th century Antwerp served as a dynamic center of commerce, finance, and skilled talent. Its prominence rested on relatively fragile foundations. The violent events of 1576 led to a substantial exodus of merchants, financiers, and craftsmen toward Amsterdam. Concentrations of talent without supporting institutional depth often struggled to maintain advantage.
The Age of Discovery consistently demonstrates one core principle. Discovery identifies value, systems compound it to sustain. The contemporary venture capital landscape exists in a state of fertile uncertainty. Significant resources continue to enter into frontier models, AI companies, datacenters and fabrication facilities, etc. based on prevailing assumptions. Yet advances in the science and economic utility of the present tech may shift in any direction.
Who is making true power-law bets today, much like Spain backing Columbus after others refused? Who is building durable compounding systems like England’s institutional flywheel or the Dutch capital pooling model, rather than simply controlling temporary chokepoints like Portugal’s trading posts? Who has the discipline to avoid a modern resource curse like Spain, or the centralized failures like France, and the fragile hub risks like Antwerp, by creating resilient market systems wave while assumptions about moats and scale keep shifting?
The long-term alpha may lie in anti-fragile, evolving systems that secure lasting advantage, regardless of whether future models or computation proceeds through LQMs, embodied AI, LLNs, light rays, quantum methods, or approaches still beyond our imagination.