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concerned about how things will unfold as we get there.Whenever you have a game-changing breakthrough in innovation and technology, the excitement over the opportunity will inevitably lead to an overshoot in investment.As I’ve written for the past two years, I think the potential for AI is massive. Across industries, companies have identified ways to use AI to do things more quickly and often more cheaply. This is the fundamental offering of productivity-enhancing technology: It saves you time and/or money.People will pay to save time and money. And economics 101 teaches us that where there’s demand, there will be supply.And that supply is coming with eye-popping amounts of investment, with mountains of cash financing capital expenditures, tons of venture capital flowing into new startups, and lots of savings getting reallocated into the publicly traded companies advancing AI technology.A lot of those investments will prove lucrative. And a lot will flop.This behavior is not new. It echoes past technological breakthroughs.At Berkshire Hathaway’s 2021 annual meeting, Warren Buffett made this observation about the automobile boom of the early 1900s."It transformed the country," he said. "There were at least 2,000 companies that entered the auto business because it clearly had this incredible future. And of course, you remember that in 2009, there were three left."There were so many auto companies that at least 40 of them started with the letters “Ma.” (Source: Yahoo Finance) · Yahoo FinanceAnother example of a formerly white-hot industry is rail transport.We often talk about how big the tech sector has become as a share of the stock market, drawing parallels to the dot-com bubble. But it doesn’t compare to rail a hundred years ago."Markets at the beginning of the 20th century were dominated by railroads, which accounted for 63% of US stock market value and almost 50% in the UK," UBS analysts wrote.Rail once dominated the stock market. (Source: UBS) · Yahoo FinanceI don’t know too much about the 1800s. However, I understand that there were hundreds of railroad companies financed by those eager to cash in on the buildout of the country’s logistics infrastructure. And the industry’s rise also came with financial crises.Railroads and automobiles continue to deliver on the promises of saving us time and money. But we wouldn’t have what we have today without overinvestment and a couple of financial blowups.Terms and Privacy PolicyPrivacy & Cookie SettingsMore InfoS&P 5006,602.99 +64.23 (+0.98%)Dow 3046,245.41 +493.15 (+1.08%)Nasdaq22,273.08 +195.03 (+0.88%)Russell 20002,369.59 +64.48 (+2.80%)VIX23.43 -2.99 (-11.32%)Gold4,079.50 +19.50 (+0.48%)PortfolioSign in to access your portfolioSign inTop gainersBLLN BillionToOne, Inc. 110.00 +14.32 (+14.97%)ADPT Adaptive Biotechnologies Corporation 18.61 +2.29 (+14.03%)KYIV Kyivstar Group Ltd. 12.93 +1.41 (+12.24%)CAVA CAVA Group, Inc. 48.92 +5.33 (+12.23%)HTFL Heartflow, Inc. 30.85 +3.18 (+11.49%)Top losersESTC Elastic N.V. 70.04 -12.04 (-14.67%)VEEV Veeva Systems Inc. 244.06 -26.44 (-9.77%)POST Post Holdings, Inc. 99.42 -7.66 (-7.15%)FRMI Fermi Inc. 14.34 -1.07 (-6.94%)MENS Jyong Biotech Ltd. 30.74 -2.06 (-6.28%)Most activeNVDA NVIDIA Corporation 178.88 -1.76 (-0.97%)OPEN Opendoor Technologies Inc. 6.75 +0.59 (+9.58%)ONDS Ondas Holdings Inc. 6.74 +0.47 (+7.42%)PLUG Plug Power Inc. 1.9800 +0.0900 (+4.76%)TSLA Tesla, Inc. 391.09 -3.96 (-1.00%)Earnings eventsMy earnings eventsEarnings eventsTrending tickersBTC-USD Bitcoin USD 86,670.82 +2,284.29 (+2.71%)ETH-USD Ethereum USD 2,819.13 +72.59 (+2.64%)XRP-USD XRP USD 2.05 +0.12 (+6.21%)BTC-CAD Bitcoin CAD 122,253.53 +3,222.10 (+2.71%)SOL-USD Solana USD 131.02 +3.77 (+2.96%)Top economic events