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Algorithms Against the Earth's Rhythms: Time, Acceleration, and Extractivism in Platform Capitalism

This article argues that the artificial, continuous temporality imposed by platform algorithms disrupts essential biological and planetary rhythms, creating a dual crisis of subjective exhaustion and material extractivism that demands ethical, pedagogical, and ecological limits to algorithmic acceleration.

Original authors: Michel Filgueira, Lafaiete Martins

Published 2026-09-29
📖 6 min read🧠 Deep dive

Original authors: Michel Filgueira, Lafaiete Martins

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

The Earth has its own internal clock, a rhythm set by the turning of the planet, the changing of the seasons, and the biological needs of living things. For millennia, human life has moved in sync with these cycles: bodies sleep when it is dark and wake when it is light, labor gives way to rest, and ecosystems regenerate over time. This natural tempo is what the French sociologist Henri Lefebvre called a "cyclical rhythm," a pattern of repetition that is essential for life to sustain itself. In contrast, modern industrial and digital systems often operate on a "linear rhythm," a straight line of production that demands constant output without pause, ignoring the boundaries of day and night. Today, a new force has emerged that intensifies this linear demand: the algorithm. These are the invisible computer programs that decide what news we see, what videos we watch, and how our work is measured. They operate on a logic of continuous availability, a system that never sleeps and never stops.

This article explores a growing tension between these two worlds. It asks what happens when the relentless, unceasing pace of digital algorithms clashes with the biological and planetary rhythms that keep us alive. The authors, a teacher and a digital marketing professional from Brazil, argue that this conflict is not just about feeling tired or distracted. They suggest that the very infrastructure supporting these digital systems is physically disrupting the Earth's natural cycles, from the sleep patterns of young people to the availability of water and minerals. By combining theories of time, observations from a classroom, and insights from the inside of the tech industry, the paper reveals that the demand for constant connectivity is not an accidental side effect of technology, but a deliberate design choice that is reshaping human life and the planet itself.

The researchers begin by looking at how digital platforms have created a "24/7 regime," a term used to describe a world where the distinction between work and rest has vanished. Jonathan Crary, a scholar cited in the paper, notes that sleep was once the last frontier of human life that capital could not fully control, but digital devices are now eroding even that boundary. The article points to recent studies showing that heavy use of screens is linked to poorer sleep quality and shorter rest times. For example, one analysis of hundreds of thousands of people found that for every additional hour of daily screen exposure, total sleep time decreased by three to five minutes. While this might seem small, the cumulative effect over years is significant, leading to higher risks of insomnia and sleep deprivation, particularly among adolescents. The problem is not just the blue light from screens, but the nature of the digital environment itself, which keeps the brain in a state of alertness through constant notifications and the promise of new content, making it difficult for the mind to disengage and rest.

This pressure to be always "on" is reinforced by the way digital platforms are built. The authors draw on the work of Byung-Chul Han, who describes modern society as an "achievement society" where people exploit themselves in the pursuit of productivity, believing that constant work is a form of freedom. In the digital world, algorithms reward this behavior. They do not force people to work; instead, they offer visibility and rewards to those who are constantly available. This creates a cycle where young people, in particular, internalize these demands, feeling they must always be ready to respond, post, or engage. The paper argues that this is a structural issue, not a personal failure. The algorithms are designed to value speed and constant presence, which directly competes with the slower, more reflective time needed for learning, growing, and thinking deeply.

The argument extends beyond human biology to the physical planet. The article highlights that the digital world is not a cloud of abstract data; it is a massive, physical industry that consumes real resources. Every artificial intelligence system relies on minerals like lithium and cobalt, vast amounts of water for cooling data centers, and huge quantities of electricity. The authors, drawing on the work of Kate Crawford, explain that this "digital extractivism" operates at the same time as the acceleration of human life. Just as the demand for constant online activity exhausts human bodies, the infrastructure required to support it exhausts the Earth's resources. This creates a contradiction: the climate crisis demands that we slow down our consumption of energy and water, yet the growth of artificial intelligence and digital platforms is driving an exponential increase in that very consumption. The result is a desynchronization, where the rapid pace of the digital economy runs against the slower, regenerative rhythms of the natural world.

To understand how this system works from the inside, the paper includes a unique perspective from the second author, a professional who has worked in search engine optimization and digital marketing for over a decade. This insider view reveals that the demand for continuous availability is not a glitch or an unintended consequence; it is built into the code. Search engines, for instance, are designed to favor content that is fresh and updated frequently. If a website stops posting or updating, its visibility drops. Similarly, video recommendation systems are programmed to maximize watch time, using mathematical goals that have no concept of "enough." There is no pause button in the design; the system is optimized to keep users engaged for as long as possible. This means that the feeling of being unable to disconnect is a predictable outcome of the system working exactly as intended.

The paper concludes that understanding this conflict requires looking at four different levels at once: the body, which suffers from lack of rest; the social sphere, where acceleration disrupts education and politics; the planet, where resource extraction outpaces regeneration; and the technical design, which enforces these demands through code. The authors suggest that we cannot simply tell young people to use their phones less or manage their screen time better. If the systems themselves are engineered to make time management difficult, then the problem is not individual self-control but the design of the technology. True media literacy, they argue, must include an understanding of how these systems are built and the ecological costs they carry. To think about the Earth's rhythms is to recognize the right to pause, to rest, and to let the world regenerate, conditions that are currently being squeezed out by the logic of the algorithm.

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