Fred Krueger Warns AI Could Become a Transformative Commodity
Fred Krueger stated that railroads, aviation, and telecommunications have profoundly changed the world but have also destroyed vast amounts of investor capital.
He believes AI may become a commoditized technology while changing human civilization.
Market Mechanism: Investors are shifting to cautious allocations, with capital flowing from overvalued AI companies to long-term sustainable projects. AI infrastructure providers may face short-term pressure but benefit in the long term from widespread adoption. Early investors heavily invested in AI stocks face potential capital losses.
Supplementary Data: Krueger cited historical infrastructure industry cases for comparison.
Source: Public Information
ABAB AI Insight
Fred Krueger has long tracked technology cycles, and this viewpoint continues his analysis framework of railroads, aviation, telecommunications, and other "world-changing yet capital-destroying" cases. He has repeatedly pointed out the pattern of initial fervent investment in new technologies followed by low returns during the commoditization phase.
In terms of capital flow, significant funds have poured into AI computing power and model training, motivated by the desire to seize opportunities through infrastructure. However, Krueger warns that this could ultimately lead to overcapacity and profit dilution, similar to historical precedents, putting early investors' returns at risk.
Similar to the 19th-century railroad bubble and the long-term low profits in the aviation industry, the AI sector is currently transitioning from a high-growth narrative to a potential commoditization phase, facing structural challenges of declining investment returns.
Structural Judgment: Essentially a technological substitution. AI is transitioning from a high-barrier frontier technology to a widely commoditized infrastructure, reshaping social structures like railroads and telecommunications. However, through economies of scale, it lowers marginal costs, shifting pricing power from early innovative giants to later low-cost applicators and end-users. The mechanism lies in technology maturity accelerating competition and eliminating scarcity premiums.
ABAB News · Law of Cognition
What changes the world often first destroys the most capital.
Great technologies and high returns have never been inevitable companions.
Commoditization is the endpoint of technology and a watershed for investors.