Stake Your Claim

On January 24, 1848, James Marshall spotted something shining at Sutter's Mill. Within weeks, San Francisco was a ghost town. Sutter's own laborers deserted him. First they left in small groups, then all of them, from the clerks to the cooks. The San Francisco Californian ran one final editorial lamenting that the whole country echoed with the cry of gold while fields sat half-planted and houses half-built. Then the newspaper's staff walked off the job too.

The economics explain the madness. A common laborer earned $1 per day in 1847. By 1849, that same laborer could earn $7 per day, a wage premium that made the gold fields an economically rational choice for almost anyone with functioning legs. Nearly 100,000 people set out for California in 1849 alone, roughly equivalent to 1.45 million people today.

I've been thinking about this a lot recently as I try to wrap my mind around the age of AI. Not because I'm a gold rush historian, but because I run a company and I recognize the feelings many of us share. Fear. Excitement. Disbelief. Astonishment. Incredulity. That something foundational is happening.

The ground under your feet is different than it was two years ago. Heck, even two months ago. And the most natural human response to that kind of shift is to stand still and wait for clarity.

I think that's the wrong move. It was the wrong move in 1848, and it's the wrong move now.

The man who sold the shovels

Samuel Brannan didn't grab a pan when gold was discovered. He grabbed the supply chain. He bought every pick, shovel, and mining pan in the region for about 20 cents each, then sprinted through Portsmouth Square waving a bottle of gold dust and shouting about riches on the American River. He sold those same pans for $15 apiece — a 7,400% markup — and his store peaked at $5,000 per day in sales, roughly $125,000 in today's dollars. He became California's first millionaire without mining a single ounce of gold.

Philip Armour saw a different angle. Before building his $110 million meatpacking empire, Armour earned his initial fortune not by mining, but by employing out-of-work miners to build sluices and aqueducts. He didn't sell supplies to miners or mine himself. He hired the misfortunate to build infrastructure. A third archetype entirely.

Levi Strauss showed up in 1853 as a dry goods wholesaler, not a tailor. He sold cloth, bedding, and supplies to general stores across gold country. The jeans came later when a customer named Jacob Davis wrote to him about copper-riveted work pants that could survive the mines but couldn't afford the $68 patent fee. Strauss could. They filed the patent in 1873, and a $6 billion brand was born from a supply-chain insight, not a gold strike.

Leland Stanford ran a general store for miners. He used gold rush profits to co-found the Central Pacific Railroad with three other Sacramento merchants. Stanford later served as governor and senator, and after his son died of typhoid, he and his wife donated $40 million to found a university. In fact, the very one that would seed Silicon Valley.

The wealth distribution data tells the same story from the other side. Roughly 10% of gold-seekers realized any profit after accounting for costs. Only the top 4% made a profit worth mentioning. Just 1% became rich. While the "easy gold" of 1848 allowed miners to average $20 per day, by 1853 average daily yields plummeted to less than $6 per day.

Finding color

There's a term from the diggings called "finding color" — when minute particles of gold appear in your pan. Not enough to celebrate. Not a bonanza. Just the first sign that something valuable might be present in the ground you're working.

That's where most of us are right now with AI. We've found color. We're seeing the first glimmers. A task that used to take four hours now takes twenty minutes. A team of three doing work that used to need twelve. A founder building a product without a CTO. Not enough to declare victory. But enough to keep working the claim.

The question is what you do next. Because in 1848, finding color was the easy part. What separated the people who built lasting wealth from the people who went broke was never about who found gold first. It was about what they built around it.

But here's the thing about staking a claim in 1849: it didn't just mean panning for gold. The smartest claims weren't on the riverbed. They were on the supply route, the town square, the trail every miner had to walk through. Brannan staked his claim on the supply chain. Stanford staked his on the crossroads. The claim worth staking was never the gold itself. It was the ground where you could build something that would still be standing after the rush moved on.

The modern shovel sellers

NVIDIA is this era's Samuel Brannan. The company reached $130.5 billion in annual revenue by fiscal 2025, up from $27 billion two years earlier. They achieved this by selling GPUs to everyone building AI. They don't build the intelligence — they sell the picks.

The cloud providers — AWS, Azure, Google Cloud — are the railroads, the physical infrastructure on which everything runs. Satya Nadella admitted the bottleneck is electricity. They have chips sitting in inventory they can't plug in. The constraint has become physical. Just like building a railroad through the Sierra Nevada was physical.

Yet the democratization parallel is the one that matters most to anyone reading this. Just as any person could stake a gold claim in 1849, anyone can now build with AI. Solo-founded startups rose from about 22% of new companies in 2015 to 38% in 2024. We're going to see that percentage explode in 2026. Small teams are shipping products that would've required fifty engineers a year ago. The tools for building a great company aren't locked behind capital anymore.

But here's where the analogy becomes somewhat strained. The 1849 gold fields were radically decentralized. Any person with a pan could try their luck, whereas the AI infrastructure layer is dominated by a handful of hyperscalers. The tools are democratized. The picks and shovels are affordable. But the mines themselves — the massive GPU clusters and energy contracts — are concentrated in ways the gold fields never were. You can build on top of this infrastructure, but you don't own it unless you move compute on premises and build agents with open source models.

The skeptics always show up

When the first gold reports reached San Francisco, citizens tested the ore with spyglasses and iron ladles. Many who couldn't confirm it through their own experiments declared the whole thing a humbug. The doubt persisted because people couldn't fathom that something so valuable had been sitting there undiscovered. Accepting the news meant accepting that they'd been standing on gold the whole time.

Sound familiar?

Every frontier generates the same three reactions. There are the people who rush in blindly. There are the people who refuse to believe. And then there are the people who pay attention, figure out what the new world actually rewards, and build for it.

The man who literally owned the land where gold was discovered is a cautionary tale. John Sutter clung to his old agricultural empire while the new reality dismantled it. Workers deserted. Squatters overran his land. The man at the epicenter of history's greatest wealth event died penniless, petitioning Congress for money that never came.

Sutter didn't fail because the opportunity wasn't real. He failed because he couldn't let go of the model that used to work.

What gold rushes leave behind

The strongest argument for embracing any gold rush is what it builds.

San Francisco went from about 200 people in 1846 to nearly 57,000 by 1860. A settlement of tents became the commercial capital of the Pacific with churches, theaters, schools, and newspapers. The Transcontinental Railroad, funded by the profits of gold rush merchants, remade the country. Wells Fargo, founded in 1852 to serve gold rush banking, became the dominant financial institution of the West.

In the Klondike, Dawson City erupted from 500 to 17,000 in two years, gaining fire hydrants and electric lights faster than most established cities. The rush created the Yukon Territory itself, doubled Vancouver's population, and vindicated the Alaska Purchase — which had been derided for decades as "Seward's Folly" until gold made it the gateway to the north.

The dot-com bubble left behind the fiber-optic cables that power the modern internet. Railroad tracks laid during speculative manias carried freight for a century. AI is deep in the Frenzy stage of the Installation Phase. Massive capital is flooding into data centers and chips, laying the groundwork for a future deployment period where AI becomes invisible, embedded, and everywhere.

Belinda Mulrooney, the Klondike's richest woman, understood this intuitively. She arrived in Dawson with goods she'd hauled over the Chilkoot Pass — silk underwear, cotton cloth, hot water bottles. Once she arrived, she tossed her last coin into the river. Her goods netted a 600% profit. She built Dawson's finest hotel and brought the town its first telephone.

Stake your claim

Of the roughly 100,000 people who set out for the Klondike, only about 4,000 found gold and only a few hundred struck it rich. The individual outcomes were brutal, random, and often unfair. But the collective outcome was civilization: cities, railroads, universities, and industries that outlasted every individual prospector's story.

The fear around AI is real and I won't dismiss it. I've felt it myself. I think we're going to see a lot of creative destruction these next several years as entire business models are rethought and new nimble companies challenge massive incumbents.

But here's what the gold rushes actually teach us, if we're willing to learn: The miners who chased the easy placer gold went broke when the streams dried up. They bet everything on extraction and had nothing when the resource thinned out. The skeptics who declared it all a humbug showed up after the early information advantage had evaporated and the easy claims were picked clean. And the incumbents like Sutter — the ones who owned the land but refused to adapt — lost everything because they couldn't let go of the model that used to work.

The people who built lasting wealth did something different. Brannan controlled the supply chain before anyone knew they needed supplies. Armour hired the people who failed and put them to work building infrastructure. Strauss spotted a patent opportunity buried in a customer letter. Stanford reinvested merchant profits into a railroad and then a university. Mulrooney looked at a gold camp full of cold, dirty miners and saw a market for silk and hot water and fine hotels.

None of them mined gold. All of them built something that outlasted the rush.

The barrier to building something right now has never been lower. An API key, a laptop, and an idea worth testing is the modern equivalent of a pan, a shovel, and a claim stake. Capital isn't the bottleneck anymore.

But "build something" isn't enough. The gold rushes are specific about what works. Solve a real problem that the rush itself creates. Build the infrastructure that everyone else depends on. Serve the people who show up, not the resource they're chasing. And if you're already running a company, ask yourself the hardest question Sutter never asked: is the model you're protecting still the model worth building?

I think about this every day at my own company. We manage vacation rental properties, and for years this industry has operated like miners — chasing individual bookings, clinging to manual processes, treating every property as a claim to be extracted from. The Sutter trap is everywhere in our space. We made a deliberate choice to stop panning and start building. We're investing in AI-first operations, building systems that scale, and betting everything on the idea that the opportunity isn't in the properties themselves — it's in the owners who trust us with them and the guests who walk through the doors.

We didn't stake our claim on a riverbed. We staked it on the supply route, on the infrastructure and hospitality that every property owner in this industry is going to need as AI reshapes what's possible. That bet is far from proven. But the gold rushes are clear about one thing: the people who widened what staking a claim meant — succeeded.

We believe the new limits in the age of AI are ambition, creativity, and the laws of physics.

We've staked our claim not on the gold, but on serving the prospectors. Where will you stake yours?