AI Wealth Truth (58): Why Retail Investors Who Rush Into Every "Tech Revolution" Die First
The technology adoption curve and the capital cycle: innovators and early adopters profit, while late entrants become the bag holders
I. Every technology wave comes with investment mania. Railroads, electricity, cars, the internet, crypto, AI. Every time, people say: this will change everything. Every time, people rush in hoping to make money. Every time, the retail investors who rush in last are the losers.
II. Let us understand the technology adoption curve (Technology Adoption Curve).
III. Stage 1: innovators. The first people to touch the technology. They are usually tech geeks and industry insiders. They have the lowest cost and the deepest understanding. If the technology succeeds, they profit the most.
IV. Stage 2: early adopters. People who see the opportunity one step before the masses. They take risk, but they also get high returns. They are the first group to "make money", creating a wealth effect.
V. Stage 3: early majority. They see others making money and decide to enter. Prices are no longer cheap, but there may still be upside. They may profit, or they may simply not lose.
VI. Stage 4: late majority. They enter only when "everyone is talking about it". At that point, prices are already high. They become the main bag holders.
VII. Stage 5: laggards. The last group to enter, usually near the bubble top. They buy at the highest price and become the final bag holders. They almost certainly lose money.
VIII. When do retail investors usually enter?
IX. In the late-majority and laggard stages. When you see an "opportunity" on TV news, WeChat Moments, or Douyin. It has already passed innovators, early adopters, and early majority. You are at the end of the information chain.
X. Why do retail investors always enter late?
XI. Information asymmetry. Insiders and professional investors have information advantages. They learn earlier, and they enter earlier. By the time it reaches the public, price has already moved.
XII. Resource asymmetry. Early-stage investing requires specialized knowledge and networks. Ordinary people rarely have access to seed or Series A deals. By the time retail can buy, valuations are already high.
XIII. FOMO is weaponized. After early investors make money, they need latecomers to buy from them. They amplify wealth stories and manufacture FOMO. You are being pulled in to hold the bag.
XIV. Look at history:
XV. The dot-com bubble (2000). Innovators (early 1990s): hundreds of times returns. Early adopters (mid 1990s): tens of times returns. Retail (1999 to 2000): the Nasdaq crashed about 80%, and many people lost everything. The technology revolution was real, and retail still lost money.
XVI. Crypto (2017 to 2022). Early geeks (before 2013): Bitcoin went from a few dollars to tens of thousands. Those who entered in 2017: experienced boom and bust and might win or lose. Those who chased in 2021: watched the 2022 crash and mostly lost money. The technology may have a future, but your timing determines your outcome.
XVII. So where is AI on this curve?
XVIII. In applications, AI has already moved past early adopters into early majority. In infrastructure, big companies and professional investors have already positioned. The AI concept stocks retail can buy are likely not cheap anymore.
XIX. This does not mean AI will not keep advancing. A technology can change the world while your investment loses money. These two facts can coexist.
XX. How do you avoid being the final bag holder?
XXI. 1. Ask where you are in the information chain. Where did you learn about this opportunity? If it is mass media or social networks, you are likely late majority. Your information source determines your position.
XXII. 2. Check valuation. When everyone is talking, valuations are usually already high. Ask: at this price, how much upside is realistically left? A great asset can still be a bad investment when it is too expensive.
XXIII. 3. Accept that you will miss some opportunities. Some opportunities are genuinely missed. You cannot catch every tech revolution. Missing is more rational than chasing at the top.
XXIV. 4. Buy the index, not the single stock. If you believe AI will change the world, buy the whole market. Indexes contain the winners. You do not need to pick the next NVIDIA.
XXV. In every tech revolution, retail investors enter last and get hurt first. Not because they are stupid, but because information and resource asymmetries put them at a disadvantage. Seeing the structure is the only way to stop repeating history. The AI era is no different. The revolution can be real. But your return depends on when you enter, not on whether the technology succeeds.
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