2025 Will Be the Year of Selection: Real AI Versus Decorative AI

A cold reading of the end of 2024: The market would begin demanding ROI.

2024-12 deserved a cold essay because the end of 2024 was not a calendar detail. It was a test of corporate sanity. Whenever a shock looks too external to be absorbed by management, it reveals an internal weakness that was already being ignored. The common executive turns surprise into an excuse; the rare executive turns surprise into architecture. The difference between the two is not raw intelligence. It is the willingness to place the company against reality before reality places the company against the wall.

The market would begin demanding ROI That sentence should sit at the center of the article, because it forces the reader to abandon the comfort of simple causality. Companies are not defeated only by competitors, technologies, crises, or governments. They are defeated by slow decisions, scattered memory, disconnected metrics, crooked incentives, and the inability to convert small signals into coordinated action. The world changes first in narrow margins; then it appears in quarterly reports, when reaction has become expensive.

The intellectual signature here is not to confuse pessimism with precision. The point was not to root against companies, markets, or institutions. The point was to recognize that optimism without a mechanism is just emotional marketing. If I had been writing this archive in that month, I would have closed with the same demand: less opinion, more system; less narrative, more execution; less worship of growth, more respect for the invisible cost of operating badly for long enough.

Leo Bentier