Why do recommendation algorithms generate indifference?
Recommendation algorithms today organize a large part of the digital experience. Video platforms, social networks, and other digital content services use these systems to decide what appears on the user's screen and in what order. They analyze user behavior—what they watch, how long they stay, what they share or abandon—to predict what content will hold their attention longest. This operation has consequences that go beyond technology: it modifies the way we perceive information and produces a phenomenon increasingly visible in contemporary society: indifference.
Today's everyday experience has a very precise form: infinite scrolling. Endless screens, inexhaustible feeds, content appearing before there's an intention to look for it. The logic that organizes this environment is not that of access to information, but of continuity. The fundamental gesture is no longer choosing, but swiping.
Platforms don't organize content to inform, but to keep the user within the platform. The criterion of value is not truth, relevance, or importance, but exposure time. Operationally, this time is measured as permanence: how long the user stays within the system. In economic terms, it translates into attention, the resource that platforms sell in the advertising market. In digital capitalism, this attention functions as the raw material that allows for monetizing advertising, data, and behavior.
AI-managed recommendation systems optimize this objective with unprecedented precision. They analyze consumption patterns, viewing times, and small user gestures—pausing a video, rewinding a few seconds, reading comments, abandoning content before finishing. They don't look for what the user consciously wants, but for what maximizes the probability of them continuing. Every gesture becomes a signal, every pause a data point, every second a variable that allows adjusting the next content.
This is precisely the principle that guides recommendation algorithms: to maintain the continuous flow of content to prolong user attention.
Each piece must be stimulating enough to retain, but not demanding enough to saturate or cause abandonment. The result is an environment of constant variation: surprise, emotion, controversy, humor, indignation, tenderness, scandal. A constant succession of brief stimuli designed to keep the user in a state of moderate but constant activation.
At first glance, this ecosystem seems oriented towards emotional intensification. However, its dominant effect is the opposite.
Perceptual adaptation to digital hyperstimulation
The human brain is not designed to sustain high levels of stimulation continuously. Its functioning depends on contrast and relative novelty. When the environment permanently raises the average intensity of stimuli, the nervous system adapts.
This adaptation process has precise consequences. The first is the elevation of the threshold. What once generated surprise or impact no longer does. To produce the same reaction, more intensity, more novelty, or more emotionality is needed. The environment responds by offering increasingly intense, dramatic, or surprising content. But the perceptual system adapts again, and the threshold rises once more.
The second consequence is the shortening of emotional duration. Reactions still exist—indignation, fear, enthusiasm—but they are quickly extinguished. The neurobiological system learns that it makes no sense to invest emotional energy in something that will be replaced in seconds by a new stimulus.
The third consequence is the reduction of sustained involvement. A basal state of low reactivity emerges: people still react to what they see, but these reactions quickly exhaust themselves and rarely transform into lasting involvement. Indignation, enthusiasm, or fear appear for a few seconds and disappear with the next content. It is not an absence of emotion, but a succession of brief reactions that do not accumulate or deepen.
From a perceptual point of view, the effect is decisive. For something to become truly significant, it needs two conditions: sufficient intensity and sufficient duration. It's not enough for something to make an impact; it has to remain long enough to reorganize attention. When reactions extinguish in seconds, that possibility disappears. The serious and the trivial produce the same pattern: a brief reaction followed by an immediate shift to the next content.
The world then stops being organized by importance. It begins to be organized by order of appearance.
The algorithmic administration of time and attention
The problem is not simply that there is too much information or too many stimuli. The problem is that the duration of things no longer depends on their gravity, but on the rhythm of the system.
Platforms do not just select content. They administer the temporality of the experience. Each piece is inserted into a sequence designed to maintain the constant movement of content. Permanence is not decided by the importance of an event, but by its ability to maintain user attention and prolong their time within the platform.
This is not just a technical but an economic issue. In the business model of digital capitalism, profit depends directly on exposure time. The longer the user stays within the system, the more data is generated about their behavior. And the more data there is, the better content can be optimized to further prolong that permanence. This increase in exposure time also increases opportunities to display advertising or introduce other forms of income within the platform. The continuity of consumption thus becomes the central criterion that organizes the experience.
In this context, even the most serious events are subjected to the same temporal logic as any other content. Their presence in the public space does not depend on their objective importance, but on their compatibility with this dynamic of continuous attention.
When the duration of things ceases to depend on their gravity and comes to depend on the rhythm of the system, a profound perceptual shift occurs. Events no longer remain long enough to reorganize personal and collective attention. They appear, generate a brief reaction, and are quickly replaced by the next content.
The result is an environment in which experience is organized as a continuous succession of brief stimuli. Perceptual adaptation raises the reaction threshold, emotions shorten, and sustained involvement becomes increasingly difficult.
Little by little, differences erode. The serious and the trivial produce the same reaction pattern: a momentary impact followed by a shift to the next content.
The result is not a more emotional society, but the opposite. People continue to react, opine, and share content, but these reactions last very little. They appear for a few seconds and disappear with the next stimulus. Nothing remains long enough to become a lasting concern or something that truly involves the subject.
When everything becomes content
A particularly precise representation of this phenomenon appears in Don't Look Up (Adam McKay, 2021), starring Leonardo DiCaprio. The film narrates the discovery of a comet that will impact Earth and cause the extinction of humanity. Two scientists try to warn of the danger, but their message gets trapped in the same media ecosystem that characterizes the digital present.
In the film, the discovery of the comet is not strictly hidden or denied. The data exists, warnings are public, and images circulate. However, the comet never manages to become an event in the strong sense of the term.
From the first moment, it enters the same circuit as any other media topic: entertainment shows, political debates, memes, personal scandals. It competes within the same content sequence. The problem is not that there is too much information around, but that the comet is trapped in the same temporality as any other content.
Every attempt at alarm reproduces the same cycle that characterizes the digital ecosystem: alarm, viralization, polarization, fatigue, and displacement. Fear appears, but it doesn't last. The urgency exists, but it doesn't stabilize as a collective state.
The film also shows another fundamental mechanism of the contemporary system: its ability to absorb even that which tries to question it. The scientist who tries to warn of the danger ends up becoming a media figure, and his public presence progressively shifts attention from the problem to his own image. Something similar happens with the young researcher who discovers the comet: her emotional reaction to the trivialization of the disaster quickly becomes viral material. The message disappears; what circulates is the image of her reaction.
Even politics absorbs the event within its usual logic. The comet ceases to be an absolute threat and becomes a variable within electoral calculation, media strategy, or economic opportunity.
Nothing is left out of the circuit. The system does not need to deny reality. It simply integrates it.
The result is a disturbing paradox. The end of the world is experienced within the normal regime of content. The comet does not fail because people don't see it. It fails because its emotional duration is subjected to the same rhythm as any other content.
From hyperstimulation to apathy
At first glance, one might think that a society exposed to constant stimuli would be a particularly emotional society. If intense content —scandals, controversies, catastrophes, indignation, humor— constantly appears, it would seem logical to expect an environment of strong and continuous reactions.
Hyperstimulation is the condition that characterizes the contemporary digital environment: a continuous succession of content designed to capture attention for a few seconds before being replaced by the next. The time of each piece does not depend on its importance, but on the rhythm of the system and the logic of constant displacement.
In this environment, the perceptual system adapts. This adaptation raises the reaction threshold: what once produced surprise or impact no longer does. To provoke the same reaction, ever more intensity is needed.
But this intensification has a significant side effect. When the threshold rises, emotions last less. And when emotions are not sustained over time, affective involvement decreases. People continue to react, but each reaction quickly dissipates.
What circulates in the system is intense content. What consolidates in the individual is apathy.
This apathy is not indifference in the classic psychological sense. It is not conscious disinterest or deliberate cynicism. It is the result of a perceptual system that has learned not to invest too much in anything because the environment is constantly changing.
At this point, the deeper meaning of contemporary indifference appears. The word itself suggests it in its Latin origin: in-diferentia. The term is formed from differentia, difference, preceded by the prefix in-, which indicates negation. Indifference does not simply mean disinterest, but something more radical: the inability to establish meaningful differences between things.
For something to be truly relevant, it must stand out from the background, occupy the field, and alter priorities. But in an environment where all content circulates with the same format, the same duration, and under the same act of consumption, this distinction becomes extremely difficult.
War, hunger, natural disasters, or abuses of power appear in the same sequence as a humorous video, a celebrity discussion, or a viral curiosity. The gravity of the facts is not denied, but in experience, all receive the same emotional time.
Everything becomes content.
And content has very precise characteristics: it does not demand continuity, it does not imply immediate personal consequences, and it can always be replaced by the next item in the sequence.
Society losing its capacity for reaction
When recommendation algorithms organize public experience under this logic of continuous flow, the consequences cease to be merely individual. A society organized in this way loses a fundamental capacity: that of reacting collectively. Political action, social mobilization, or historical transformations require a shared experience of interruption, a moment when something ceases to be just another topic and becomes intolerable within the existing order.
Revolutions, great social transformations, and moments of historical rupture have always arisen when an event manages to stabilize as a common experience, when something becomes impossible to ignore and reorganizes collective priorities.
If no emotional state is sustained over time and no event manages to stabilize, that condition ceases to exist.
The result is not visible passivity. Individuals remain informed, opine, react, and share content. But all this activity occurs within a regime of continuity that does not threaten the system.
In this context, power takes a different form. It no longer needs to impose or censor. It is enough to optimize the digital environment, regulate experience, and anticipate behavior. The systems that organize content circulation do not just react to what we do: they analyze large volumes of data, calculate probabilities, and anticipate attention and behavior patterns.
The figure of the technocrat in Don't Look Up precisely represents this model. The entrepreneur who controls the film's large technology platform manages a system capable of processing enormous amounts of information about individuals and predicting their behavior. His power does not consist of persuading or repressing, but of calculating, anticipating, and regulating collective experience based on that data.
Here, a profound asymmetry appears. While society perceives the world as a continuous succession of content —where the serious and the trivial occupy the same space of attention— those who control digital infrastructures can decide what appears, in what order, and in what form it circulates. In doing so, everything ends up reduced to the same format: content. And when everything adopts that format, events gradually lose their gravity, their hierarchy, and their capacity to reorganize collective experience.
The end of the event in the algorithmic era
The ultimate consequence is silent but profound. The world's problems—wars, hunger, catastrophes, or political and economic abuses—do not disappear. What changes is how they are experienced.
In the contemporary digital environment, everything appears for a few seconds before being replaced by the next thing. People react, but these reactions quickly dissipate. The result is a subject who continually perceives but rarely becomes engaged.
In this context, even the most serious events lose their ability to impose themselves over others. A disaster can appear on the screen, provoke a momentary reaction, and disappear in the next update. It does not cease to exist, but its gravity no longer manages to continuously occupy the center of our attention.
What once could reorganize collective concern now circulates within the same sequence as any other content.
When individual experience is organized in this way, society also loses its capacity to react. People remain informed, comment, share, and opine, but this activity dissolves before transforming into collective action.
The world has not lost its gravity. What it has lost is the possibility of imposing itself on us as something that demands a response: something that forces us to stop, to reconsider priorities, and to react personally or collectively to what should be unacceptable.