Anthony J. Pennings, PhD

WRITINGS ON AI POLICY, DIGITAL ECONOMICS, ENERGY STRATEGIES, AND GLOBAL E-COMMERCE

Everything Counts in Large Amounts

Posted on | June 21, 2026 | No Comments

Citation APA (7th Edition)

Pennings, A.J. (2026, Jun 21) Everything Counts in Large Amounts. apennings.com https://apennings.com/political-economy-of-media/everything-counts-in-large-amounts/

Introduction

I was watching a Depeche Mode concert video on a jet trip from Seoul the other day and was intellectually struck by one of their songs. The title of Depeche Mode’s 1983 classic, Everything Counts in Large Amounts, seemed like an interesting hook to think about the historical trajectory of the spreadsheet and its impact on global capital. The song describes a world of corporate extraction, “grabbing hands,” and competitive calculation, very much in line with the emergence of spreadsheet capitalism at the time.

But also, the lyrical critique exposes a deeper techno-epistemological truth. For “everything to count in large amounts,” humanity first had to construct the abstract symbolic infrastructure capable of representing, tracking, and synchronizing those “amounts.”[1] By viewing this emergence through the lens of spreadsheet logic and the SACT framework (Substitution, Abstraction, Symbolic Computing, Telecom Synchronization), we can see how the ancient inventions of positional numerical notation and the number zero laid the critical runway for modern spreadsheet capitalism.

Positional Systems and the Magic of Zero

Before computers could process billions of financial transactions worth trillions of USD and other monies, human culture had to undergo a radical cognitive/textual mutation in how it handled quantity. Early additive numeral systems, like Roman numerals (MMXXVI for 2026 for example), were structurally bounded. They required inventing new symbols as numbers grew larger, and performing even basic arithmetic on a paper ledger required exhausting mental gymnastics.[2]

The breakthrough that unlocked “large amounts” was the positional base-10 numerical system paired with the invention of zero (0).

[Value] = (Digit) × (Base)^Position
ie: 502 = (5 × 10²) + (0 × 10¹) + (2 × 10?)

In a positional system, a symbol’s value is determined by its place in a sequence. Zero serves a dual purpose: it is both a number in its own right (representing the void, an empty account) and a structural placeholder. Zero allows a small, finite toolkit of ten symbols (0 through 9) to scale infinitely across space. It acts as an operational column-maker. Without zero, you cannot align numbers neatly onto a grid; with zero, tens, hundreds, thousands, millions, and even trillions fall into perfectly disciplined structural columns.

To fully grasp how Everything Counts in Large Amounts, we have to look at the specific vehicle that carried positional notation out of antiquity and into the modern corporate mainframe: the Indo-Arabic numeral system.

The adoption of Hindu-Arabic numerals (0, 1, 2, 3, 4, 5, 6, 7, 8, 9) was not just a change in handwriting or notation. It was a profound cognitive and technological upgrade that shattered the systemic limits of Western merchant capital and laid the literal typographic template for the digital spreadsheet grid.

Algorism vs. Abacism

For centuries, European commerce relied on Roman numerals. Because Roman numerals are structurally additive (X + V + I = XVI), they are mathematically inert. You cannot easily multiply or divide Roman numerals on parchment; you are forced to calculate using a physical abacus or counting board, moving counters across lines, and then manually recording the static results.

The Indo-Arabic system changed everything by merging the positional base-10 system with the revolutionary concept of zero. When these symbols traveled from India through the Islamic Golden Age—codified by mathematicians like Al-Khwarizmi (whose name gives us the word algorithm)—and into Europe via Fibonacci’s Liber Abaci in 1202, it ignited a fierce intellectual civil war between the Abacists (the old guard clinging to physical counting boards) and the Algorists (the progressive merchants calculating purely on paper with Indo-Arabic ink).

The Algorists won because their symbols allowed for symbolic computation right on the page. The pen and paper became a calculation engine. For the first time, a clerk could systematically align tens under tens, hundreds under hundreds, and thousands under thousands, executing complex long division and compound interest calculations cleanly within a visual column.

The Structural Link to SACT and Spreadsheet Capitalism

By contextualizing the Indo-Arabic system within the SACT framework, we see how it functioned as the critical catalyst for industrial and digital capitalism:

1. Substitution (Mechanizing the Symbol) Indo-Arabic numbers represent the ultimate refinement of the Substitution layer. They substituted a clumsy, language-dependent shorthand (like writing out “one hundred and sixty-four” or CLXIV) with a dense, universal, and modular code (164). This standardized code democratized calculation, taking it out of the hands of specialized elite calculators and giving it to the global merchant class.

2. Abstraction (The Grid-Ready Identity) The uniform, compact nature of Indo-Arabic numerals made the standardized accounting ledger possible. Because every digit occupies a predictable spatial footprint, it allowed for the creation of perfect, linear matrices of data. This layout is the direct ancestor of the double-entry bookkeeping ledger, which turned a business into a distinct, abstract mathematical entity separate from the person of the merchant.

3. Symbolic Computing (The Blueprint for the Interface) When Dan Bricklin and Bob Frankston designed VisiCalc, the very first digital spreadsheet, they did not invent a new mathematical interface. They simply computerized the vertical alignment that the Indo-Arabic numeral system had demanded for centuries.

Apple II running VisiCalc spreadsheet

The columns and rows of a modern Excel spreadsheet are the logical manifestation of Al-Khwarizmi’s positional rules. The software relies on the fact that an Indo-Arabic digit changes its quantitative power based entirely on its cell coordinate.

Counting at Scale

Without the computational agility of Indo-Arabic numerals, capital could never have scaled. Imagine trying to calculate a modern corporate depreciation schedule, a complex derivative framework, or a cross-border currency swap using Roman numerals or an abacus. It is a physical impossibility.

The Indo-Arabic system gave spreadsheet capitalism its velocity. It allowed the financial sector to turn billions, and eventually trillions, of abstract transactions into a fluid, frictionless language.

When Depeche Mode sings about the “grabbing hands” that “grab all they can,” they are describing an economic machine powered by an ancient, beautiful Eastern innovation. What is being described is the use of a ten-digit symbolic code that allowed humanity to capture, compute, and dominate the world in large amounts.

Mapping to the SACT Framework

This mathematical leap does not exist in a vacuum. It serves as the deep historical baseline for the SACT layers that govern our current economic reality.

Substitution (The Physical Token to Abstract Medium)

In early economies, wealth was bound to physical, tangible tokens—bushels of grain, cattle, or gold coins. The positional base-10 system accelerated the process of Substitution, replacing heavy physical commodities with lightweight paper marks on a ledger. Wealth became a tokenized representation, decoupled from physical space and ready for high-velocity manipulation.

Abstraction (The Ledger as a Conceptual Layer)

Once zero stabilized the columns of the accounting ledger, economic reality underwent a profound Abstraction. A corporation or an entire empire could now be condensed into a single net value. Complex physical processes such as labor, machine wear, factory throughput, and logistics were stripped of their physical qualities and remade as clean, mathematical flows. The financial ledger became a structural model of the world, more real to the executive or the sovereign power than the chaotic factories outside.

Symbolic Computing (From the Abacus to the VisiCalc Grid)

This is where the transition to spreadsheet capitalism occurs. The positional grid of the paper ledger was the direct conceptual blueprint for the digital spreadsheet grid. When software like VisiCalc, Lotus 1-2-3, and Excel computerized this grid, they didn’t just automate accounting; they turned the positional system into a living environment for Symbolic Computing.

By filling cells with mathematical formulas, the zero-backed positional system became dynamic. A single adjustment in a row could cascade across millions of cells, allowing capital to run endless “what-if” simulations, calculate derivative pricing, and project futures across vast time-space horizons.

Telecom Synchronization (Planetary-Scale Liquidity)

In the twentieth and twenty-first centuries, this symbolic computing layer integrated directly with global communication networks. The digital spreadsheet became an index, synced instantaneously over high-speed fiber-optic cables. Large amounts are no longer typed by hand; they are automatically reconciled across time zones via the Telecom Synchronization layer. Corporate cash management, stablecoin pools, and Eurodollar liquidity expansion operate as vast networks of base-10 numbers constantly shifting balances across the planet in real time.

The Direct Line to AI

This exact corporate grid was computerized to create the digital spreadsheet, where data was organized into Rows (observations) and Columns (attributes). To a data scientist training an AI today, this spreadsheet grid is called a feature matrix. Modern machine learning models do not process the physical world; they parse this geometric matrix to discover statistical correlations and adjust algorithmic weights.

Without the uniform typography of Indo-Arabic numbers, the scalability of zero, and the structured data storage of positional tables, humanity would have never been able to convert human knowledge into the massive, organized datasets that modern artificial intelligence requires to learn, predict, and compute.

The Rise of Spreadsheet Capitalism

Spreadsheet capitalism is the ultimate manifestation of the corporate ethos that “everything counts.” When human activity, natural resources, and speculative assets are entirely converted into digital cells, the system gains a terrifying operational efficiency.

Because the positional base-10 system allows numbers to scale infinitely simply by appending zeroes, capital can expand its horizons beyond human comprehension. Trillions of dollars in global liquidity, complex algorithmic trades, and automated corporate supply chains are all held together by the simple placeholder logic invented thousands of years ago.

When the spreadsheets calculate balance sheets in the millions or billions, they are playing a game designed by ancient mathematicians. Depeche Mode was right. In our highly financialized world, the corporate machine ensures that every unit of input is accounted for, optimization rules supreme, and absolutely everything counts in large amounts.

Global wealth creation is no longer bound by the physical accumulation of tangible goods like gold, land, or factories. Instead, modern global wealth depends almost entirely on the expansion of an abstract numerical base—a planetary ledger system built on the very foundations of zero, Indo-Arabic numerals, and positional grids.

To expand wealth at a global scale, an economy must expand its capacity to represent, calculate, and synchronize value across time and space. Without the ability to scale this numerical base, global markets would instantly suffocate under their own complexity.

The Velocity of Abstraction

In a primitive economy, wealth is highly constrained because it is tied to physical tokens. A king’s wealth is limited by the physical space in his vault; a merchant’s trade is limited by the number of coins he can carry.

The introduction of the Indo-Arabic system and the positional ledger decoupled wealth from physical matter. By transforming physical assets into abstract numbers on a page, wealth achieved near-infinite velocity.

Because a positional base-10 system allows numbers to scale exponentially simply by appending zeroes, a financial system can represent millions, billions, and trillions of dollars using the exact same ten basic symbols. This systemic scalability is what allowed localized merchant banking to transition into modern global liquidity.

Credit, Debt, and the Infinite Grid

The modern global economy is fundamentally fueled by credit, the monetization of the future throught debt. Credit requires predicting, discounting, and pricing risks that have not yet occurred.

This forward-looking calculation is impossible without the symbolic computing power of the positional grid. To generate new wealth, commercial banks and central banks do not mint physical currency; they expand the numerical base by typing numbers into digital spreadsheets.

When a central bank expands global liquidity or backs stablecoin pools, it is utilizing zero as a structural tool to open up new computational space on the planetary balance sheet. Wealth is generated in the compounding interest formulas, the automated derivative matrices, and the cross-border currency swaps that only exist because the numerical base can expand cleanly without friction.

The AI and Automation Paradigm

We have now reached a point where the sheer volume of global financial transactions exceeds human cognitive capacity. Trillions of dollars in high-frequency trading, automated supply chains, and Eurodollar networks move too quickly for human mediation.

This is why global wealth expansion is turning to artificial intelligence. As established, AI treats the positional spreadsheet grid as its foundational feature matrix. By automating the calculation of these massive datasets, AI optimizes corporate efficiency, manages planetary-scale risk, and coordinates capital flows in real time.

If we were still forced to compute using rigid, unscalable numerical systems, the data engines that feed AI could not exist. Global wealth depends on this mathematical expansion because capital, at its highest level, is no longer a collection of physical things. Global wealth is a dynamic, ever-expanding sequence of base-10 code synchronized across a global telecommunications network. The limit of a society’s wealth is ultimately determined by the structural limits of its accounting grammar.

Notes

[1] TThe 1980s politically were dominated by Reaganism and Thatcherism. As Ronald Reagan in the United States and Margaret Thatcher in the United Kingdom dismantled the post-war social contract, they replaced it with a philosophy of hyper-individualism, deregulation, and market supremacy. This political shift was structurally enabled by a technological one, the introduction of the personal computer and the digital spreadsheet (VisiCalc and Lotus 1-2-3). Suddenly, corporate strategy, labor, and state assets could be optimized on a digital grid. British synth-pop acts like Depeche Mode and The Pet Shop Boys occupied a unique cultural vantage point. Armed with the very microprocessors and digital sequencers that symbolized this new post-industrial era, they recorded the definitive soundscape of Spreadsheet Capitalism. Through sharp irony, Depeche Mode’s “Everything Counts in Large Amounts” (1983) and The Pet Shop Boys’ “Opportunities (Let’s Make Lots of Money)” (1985/86) served as both a mirror and a subversive critique of Anglo-American neoliberalism.
[2] Explored the roots of the zero to Cambodia, most likely. Pennings, A.J. (2020, Feb 17) Digital Spreadsheets – Part 5 – Numeracy and the Power of Zero apennings.com https://apennings.com/dystopian-economies/electric-money/lotus-spreadsheets-part-5-numeracy-and-the-power-of-zero/
AI Prompt(s) Everything Counts in Large Amounts is a Depeche Mode song but I want to turn it in a blog post about the quantification of large numbers due to spreadsheets and calculators, and more specifically the invention of zero and the positional numerical system that uses base-10 to create large numbers and tie it to my SACT layer analysis and the rise of spreadsheet capitalism.

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Not to be considered financial advice. AI is often used, and results are thoroughly interrogated. Links are used for some citations.



AnthonybwAnthony J. Pennings, PhD is a Professor at the Department of Technology and Society, State University of New York, Korea and a Research Professor for Stony Brook University. He teaches AI and broadband policy. From 2002-2012 he taught digital economics and information systems management at New York University. He also taught in the Digital Media MBA at St. Edwards University in Austin, Texas, where he lives when not in Korea.

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    Professor (full) at State University of New York (SUNY) Korea since 2016. Research Professor for Stony Brook University. Moved to Austin, Texas in August 2012 to join the Digital Media Management program at St. Edwards University. Spent the previous decade on the faculty at New York University teaching and researching information systems, digital economics, and global political economy

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