Meta’s Calculations: A Question of Substance

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Meta Platforms, formerly known by a simpler designation, has undergone a series of transformations. The current preoccupation, augmented and virtual realities, has receded, supplanted by a fervent embrace of artificial intelligence. This shift, presented as progress, warrants a closer inspection. The company, like many of its kind, appears driven by the imperative to appear innovative, a compulsion that often obscures the underlying realities.

Three observations, presented not as bullish pronouncements, but as points requiring sober consideration, follow.

The Expansion of Expenditure

Meta has signaled a substantial increase in capital expenditure, projecting a figure of $135 billion for the construction of new data centers. This represents an 87% increase over the previous year’s spending. Such a commitment, framed as investment, is, in essence, a wager. A wager on a technology whose ultimate returns remain uncertain, and whose benefits are consistently overstated.

The justification, predictably, centers on the “AI Superintelligence team.” The acquisition of Scale AI, for $14 billion, and the recruitment of its founder, Alexandr Wang, are presented as strategic coups. However, the concentration of power and resources in the hands of a few individuals, coupled with the opaque nature of “superintelligence” research, should give pause. It is a pattern: vast sums of money chasing an elusive technological promise.

The Erosion of Margin

The expansion of capital expenditure is inevitably accompanied by an increase in depreciation expense. In 2025, depreciation rose by 20%, and further increases are anticipated. Simultaneously, research and development expenses climbed by 40% in the fourth quarter, driven by personnel costs. The operating margin, consequently, contracted from 48% to 41%. This is not necessarily a sign of imminent failure, but it is a clear indication that the pursuit of innovation is coming at a price.

Management assures investors that operating income will continue to grow, despite the pressure on margins. This assertion relies on the assumption that the benefits of AI will outweigh the costs. It is a calculation that, while presented with confidence, remains subject to considerable uncertainty.

The Promise of Artificial Intelligence

Meta has demonstrated an ability to leverage AI to drive revenue growth, achieving a 24% increase in the fourth quarter. This success, however, is largely attributable to existing technologies and established advertising models. The claim that AI will unlock even greater growth rests on the integration of Large Language Models (LLMs) with machine learning recommendation systems.

The stated goal – to provide content feeds that align with users’ “goals” rather than simply their “interests” – is a subtle but significant shift in emphasis. Whether this will translate into increased engagement remains to be seen. The potential for generative AI to attract new advertisers and facilitate ad campaign development is also presented as a significant opportunity. However, it is crucial to remember that advertising, at its core, is a form of persuasion. And persuasion, while effective, is not always beneficial.

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Meta is, undoubtedly, well-positioned to capitalize on advances in generative AI. However, the scale of its spending, while justified in the eyes of management, warrants careful scrutiny. The pursuit of innovation, while laudable, should not come at the expense of prudence. The long-term consequences of unchecked technological expansion remain to be seen.

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2026-02-06 17:33