> ## Content Index > Fetch the complete content index at: https://atopicosphere.ghost.io/llms.txt > Use this file to discover other available public pages before exploring further. # The Loop and the Black Hole IV - URL: https://atopicosphere.ghost.io/en/articles/the-loop-and-the-black-hole-iv/ - Published: 2026-07-23T18:42:00.000Z - Updated: 2026-10-07T18:33:58.000Z - Description: Published on July 23, 2026 - Author: amorsantos - Tags: #en, #artigo, #news ## **Semiconductors, AI, and the Arithmetic of Exuberance** --- ## VI. The Wide Angle: Systemic Stress and Contagion Mechanisms The technological loop does not exist in a vacuum. The preceding analysis takes on its full significance—and its inherent fragility becomes apparent—only when placed within a framework of interconnected systemic risks. What follows is not a prediction of collapse; the likelihood of all these events occurring simultaneously is, in fact, low. Rather, it is a mapping of contagion mechanisms, for a multidisciplinary perspective is the only antidote to the blindness of purely financial models, which treat these risks as "exogenous" even though they are part of the same complex system. ### Physical-Material Axis: Supply Chains, Geopolitics, and Climate The loop is anchored to a nearly unique physical node. TSMC manufactures over 90% of advanced chips. EUV lithography machines come from ASML (Netherlands), featuring German optical components and rare gases whose production was concentrated in Ukraine prior to 2022\. The design is American. Packaging is distributed across Asia. This concentration map is not a given—it is a structural vulnerability that any valuation analysis should factor in. Periodic supply chain disruptions are not hypothetical; they are structural. A naval blockade of the Taiwan Strait—not necessarily an invasion, but a quarantine operation—could halt chip supplies for months without a single shot being fired. Climate stress amplifies this fragility: droughts in Taiwan affect the availability of ultrapure water for fabrication plants; floods in Malaysia, a hub for chip packaging, delay production; and heatwaves in industrial Europe disrupt the precision equipment supply chain. Instability in Russia—a supplier of palladium, nickel, and neon gas for the electronics industry—adds a layer of risk that models rarely quantify. A disintegrating Russia presents more than just a humanitarian crisis; it represents a supply shock for critical raw materials and, ultimately, a proliferation risk that could consume the diplomatic attention and budgetary resources of Western powers for a generation. The mechanism of contagion within this loop is direct: a physical shortage of GPUs squeezes Nvidia’s profits even as prices rise; Big Tech firms see their model-training schedules delayed; and the promise of achieving AGI through scale suffers a credibility blow. The resulting repricing is not merely financial—it is ontological, challenging the narrative of exponential progress that underpins the company's 200x P/E multiple. Economic geopolitics weaponizes these vulnerabilities. By imposing export controls on advanced semiconductors bound for China, the U.S. incentivizes Beijing to develop domestic capacity at any cost—a path Beijing is pursuing by pouring hundreds of billions in subsidies into its local industry, simultaneously accumulating debt and banking-sector fragility. In response, China could restrict exports of rare earth elements and gallium, materials upon which the Western value chain relies. The result is a [weaponized economic geopolitics](https://atopicosphere.ghost.io/en/articles/economic-terrorism-and-suzerain-powers/) that transforms interdependence into a state of mutual—albeit precarious—vulnerability. ### **Financial-Monetary Axis: Currency Wars, Debt, and the QE Trap** This loop exists because the cost of capital is artificially low. This state of affairs is no accident—it is the result of decades of expansionary monetary policies and a latent currency war among major economies. The US, the Eurozone, Japan, and China compete indirectly for currency advantages. A strong dollar stifles emerging markets and commodities, while a weak dollar fuels domestic inflation. China, facing a slowing economy and an unresolved real estate bubble, has structural incentives to devalue the yuan and export deflation. The Bank of Japan, in attempting to normalize interest rates after decades of financial restraint, risks imploding the global carry trade—a glimpse of this dynamic was seen in August 2024. US debt (exceeding $34 trillion) means that high interest rates are unsustainable in the medium term: debt service would consume an ever-larger share of tax revenue. Investors know the Fed will eventually blink. This implicit "Fed put" is what keeps semiconductor valuation multiples high—because the discount rate, the denominator in the valuation equation, remains artificially low. Yet, if inflation reignites due to supply shocks—whether climatic, energy-related, or geopolitical—the Fed finds itself cornered: it cannot lower rates without losing control of inflation, nor can it keep them high without causing the loop to collapse and exacerbating the sovereign debt burden. It is a classic Minsky moment—stability has bred instability. > **The escalating public debt of the two superpowers acts as a second-order amplifier: it reduces the fiscal space available to respond to future crises, whether climatic, social, or military. When the next major crisis arrives—and history suggests it will—the two economies best positioned to cushion the blow will both, simultaneously, find their capacity to respond constrained.** ### Axis of Unmanaged and Unsustainable Creative Destruction #### Schumpeter's Paradox Joseph Schumpeter conceived of creative destruction as the engine of capitalism: old structures are dismantled to free up the resources that finance new ones. The implicit premise is that the system possesses absorptive capacity—that the time between destruction and reconstruction is long enough for institutions, workers, and regions to reorganize. The electrification of the early 20th century took forty years to transform the productive structure of Western economies. The computerization of the 1970s through the 1990s took thirty. During these intervals, there was room for collective bargaining, workforce retraining, the redesign of social protection systems, and regulatory adaptation. The destruction was real—and painful—but it unfolded on a timescale that political systems could manage. What the current technological loop introduces is a form of creative destruction with two new properties that, combined, render the process qualitatively different from all previous ones: it is unmanaged and unsustainable. These are not merely rhetorical adjectives; they are analytical theses with verifiable dimensions. #### First Dimension: The Speed ​​that Destroys Absorption Historical cycles of creative destruction used to play out over decades. Large-scale language models are compressing the timeframe for the displacement of entire professional categories to just three to seven years. Parallels with the past are misleading: when agricultural mechanization displaced rural labor in 19th- and early 20th-century Europe, the textile industry and the railways absorbed that workforce over the course of a generation. When industrial robotization displaced factory workers between the 1980s and 2000s, the service sector—including the very Philippine contact centers mentioned in the introduction—absorbed a significant portion of that displaced labor. The current problem is that AI is not merely displacing manual or routine labor; it is simultaneously displacing administrative work, low- and mid-level creative work, analysis and synthesis tasks, and service and mediation roles. In developed countries, these categories account for between 40% and 60% of total employment. There is no replacement sector with the capacity to absorb workers at the necessary scale and speed. The promise that "new jobs will emerge" is historically true in the long run—yet politically useless in the medium term, which is the horizon where democracies govern and people organize their lives. The issue of speed is even more acute in developing countries, where the historical absorption of displaced labor depended precisely on the global service and manufacturing chains that AI is now replacing. > **The Filipino contact center worker has no "next industry" waiting for him. The chip-packaging worker in Penang who loses her job to automation will not find a textile industry available—that sector was already automated in the previous round.** #### Second Dimension: Energy Unsustainability The digital transition and the climate transition share the same timeframe of urgency — 2030–2035 for critical decarbonization targets — and are in direct conflict over physical resources.This conflict is not temporary: it is structural. Global electricity consumption by data centers stood at approximately 200 TWh in 2022\. IEA projections for 2026 place the figure between 300 and 400 TWh—representing growth of 50% to 100% in four years—just to maintain existing AI infrastructure, excluding the expansion of next-generation models. To put this in perspective: 400 TWh is equivalent to the combined annual electricity consumption of Portugal, Greece, and Hungary. This additional energy volume will need to be supplied during a period when the power grids of advanced economies are already under strain from the electrification of transport and home heating and cooling systems. The market's response has been paradoxical: Big Tech companies are signing long-term contracts with nuclear power plants—Microsoft with Three Mile Island, Google with Kairos Power, Amazon with X-Energy—and keeping natural gas plants running that should be undergoing decommissioning. > **The narrative of the green energy transition—funded in part by capital flowing into the loop—is, in practice, subsidizing an extension of the lifespan of the baseline fossil fuels needed to power the loop itself. It is a contradiction that the sustainability reports of these same companies do not resolve—they merely embellish it.** There is a second vector of energy unsustainability operating on a global scale: the competition for electricity generation capacity between data centers and domestic electrification in emerging economies. In countries where grid access is not yet universal—such as parts of sub-Saharan Africa and South and Southeast Asia—the installation of local data centers or transmission lines for energy export fuels a logic of digital and energy extraction that replicates the colonial pattern of the 19th and 20th centuries: physical resources (in this case, energy and land) flow to serve the accumulation of the centers, rather than the development of the peripheries. #### Third Dimension: Material Unsustainability The hardware underpinning the loop—GPUs, servers, fiber-optic cables, memory—is physically composed of materials whose current extraction regimes are incompatible with the scale required by today's market valuations. Cobalt—essential for the batteries powering the edge computing devices at the base of the AI ​​pyramid—comes primarily (over 70%) from the DRC, where the potential to expand artisanal mining is nearing physical limits and origin certification mechanisms are systematically bypassed. The production of gallium and germanium—critical for gallium arsenide semiconductors and high-speed fiber optics—is concentrated in China, a country that demonstrated its willingness to "weaponize" these materials in 2023 in response to US export controls. Meanwhile, the refining chains for neodymium and praseodymium—needed for data center cooling system motors—are almost entirely controlled by Beijing. None of these constraints is insurmountable in the long run: innovation in alternative materials and the opening of new mines could redistribute supply. However, markets are valuing Nvidia at a price-to-earnings (P/E) multiple of 200x based on a two-to-five-year horizon—and within that timeframe, material constraints are rigid. > **The arithmetic of the loop presupposes a physical supply chain that does not exist at the necessary scale and cannot be built within the timeframe implied by current valuations; therefore, as I stated earlier, current extraction regimes are incompatible with the scale demanded by market valuations.** #### Fourth Dimension: Fiscal and Redistributive Unsustainability Managed creative destruction—whether in the Scandinavian version of 20th-century capitalism or the American New Deal—presupposes a State with the fiscal capacity to finance the transition: retraining subsidies, expanded safety nets, and public investment in replacement infrastructure. The current problem is that the fiscal capacity needed to manage the transition has been systematically eroded by the very companies that make it necessary. Big Tech companies construct their international tax structures with a level of sophistication that turns tax avoidance into an art form: intellectual property transferred to low-tax jurisdictions (Ireland, the Netherlands, Singapore), royalty flows that run counter to the direction of profits, and revenue transfer mechanisms that drain the tax base from the jurisdictions where value is actually generated and consumed. Alphabet, Meta, and Microsoft consistently pay effective tax rates on consolidated profits of between 10% and 16%—half the US nominal rate and a fraction of the effective rate paid by a mid-sized company lacking an international tax structure. The surplus revenue the state ought to capture to fund the transition these companies are driving is unavailable; instead, it has been diverted back into the corporate loop through share buybacks and dividends that inflate market capitalization. This represents a second-order form of unsustainability: the process that places the greatest demands on the State is the one that contributes least to funding it. The consequence is that the transition will tend to be managed by those with the fewest resources to carry it out—indebted nation-states, local authorities, and social security systems already facing demographic pressure.. #### The Fifth Dimension: Polanyi's Double Movement In *The Great Transformation* (1944), Karl Polanyi described the *"double movement"* of industrial capitalism: whenever the market advances rapidly and without regulation into society, society reacts—through political movements, regulation, protectionism, or democratic breakdown. The market's encroachment upon labor, land, and money in the 19th century triggered, in response, labor movements, the welfare state, the protectionism of the 1930s, and—in extreme cases—fascism and Stalinism. Not as an inevitability, but as a structural possibility that materializes when the pace of disruption outstrips the adaptive capacity of institutions. The current loop replicates the structure of the problem Polanyi dissected, with three differences that make it harder to manage politically. *First*: the scale is global, yet the institutions for responding are national—there is no international equivalent to the Bismarckian welfare state or Roosevelt’s New Deal. *Second*: the speed of disruption is greater by at least an order of magnitude—what took decades in the 19th century takes years today. *Third*: the actors capturing the value from the loop possess a degree of geographic and fiscal mobility that 19th-century industrialists lacked—they can relocate capital, profits, and headquarters in a matter of days, rendering a national redistributive response structurally ineffective. The "*double movement"* is already underway. The anti-technological and anti-globalization populism that manifests itself electorally in Europe and the US is, in part, a societal reaction to unmanaged disruption. > **The problem is that the dominant policy response—protectionism, immigration restrictions, and disinvestment in multilateralism—fails to address the root causes of the issue. Instead, it targets the very safety valves that partially mitigated it: the mobility of skilled labor, trade chains that distributed some growth, and international coordination mechanisms that enabled collective responses.** In this cycle, the "double movement" is destroying the instruments that made creative destruction bearable—without replacing them with anything. --- ### **Methodological note:** ¹ Market capitalization figures refer to the leading US-listed companies in each sector (mid-2024): Nvidia, Broadcom, AMD, and Intel for semiconductors; Alphabet, Meta, Microsoft (partially), and Netflix for internet/software; Eli Lilly, Pfizer, and Merck for pharmaceuticals; ExxonMobil, Chevron, and NextEra for energy; ADM, Coca-Cola, PepsiCo, and Tyson for agri-food; UPS, Union Pacific, and Delta for transportation. Gross Value Added (GVA) and wage figures are derived from the Bureau of Economic Analysis (US, 2022, current prices), using the corresponding NAICS codes (3344 for semiconductors; 519+5112+5415 for internet/software; 3254 for pharmaceuticals; 211+324+22 for energy; 11+311+312 for agri-food; 48-49 for transportation). All figures are rounded. ---