In a new scientific paper, Ricardo Caballero from MIT/NBER presents the theory of "speculative growth," which reinterprets the current situation in the artificial intelligence sector. The author argues that the extremely high valuations of AI companies may not be merely a market bubble, but a necessary mechanism for accumulating the capital required for a large-scale technological transition.
What Happened
Economist Ricardo Caballero has published research explaining current market dynamics in the AI sphere through the concept of speculative growth. According to the paper, a temporary revaluation of assets allows for the accumulation of colossal amounts of funds, which are then directed toward building next-generation infrastructure.
Context
A key factor in the success of this model is the so-called "race between accumulation and learning." The success of the economy's transition to a high-productivity state depends on whether the process of creating real physical and intellectual capital can be completed before optimistic investor expectations turn into disappointment and a market crash.
Why It Matters for the Industry
For the industry, this justifies extremely high multiples and intensifies the inflow of investment into the fundamental layer: GPUs, data centers, and specialized equipment. The concept shifts the focus from the short-term profitability of software to long-term capital construction, which could lower interest rates and increase the overall level of capital in the industry.
Why It Matters for Users
For investors and market participants, this explains why AI startup valuations seem detached from reality. Instead of a simple financial collapse, the industry may undergo a stage of aggressive resource accumulation that ultimately leads to a real technological leap and a change in the economic structure.
What Remains Unknown / Limitations
There is a risk of a mismatch between the pace of technological development and market expectations. If the accumulated capital is not efficiently converted into real productivity (ROI), a sharp market correction is possible.
Sources
Author
Look at AI, Editorial Staff