虎嗅

The biggest misconception in the AI era: Attention is not everything you need.

原文:AI时代的最大误会:注意力不是你需要的一切

Summary of the Core Content

This article focuses on the concept of "attention" and compares the different perspectives on attention in business (the attention economy), AI (computational mechanisms), and philosophy, as represented by Simone Weil. Business views attention as a resource to be harvested; AI sees it as a tool for computation; whereas Weil believes that attention is the ability to allow oneself to be truly transformed. The article warns that our attention is currently being degraded into a measurable and optimizable commodity, ignoring its most essential function: to help people find direction in life and heal inner divisions.

Detailed Interpretation

1. The Attention Economy: Turning You into a "Harvested Resource"

The logic of the attention economy is straightforward: the more information there is, the less attention we have left, and platforms profit by “grabbing” our attention. For example, when you watch short videos, every click, interaction, and comment is recorded, and algorithms use this data to analyze your preferences—do you like content that provokes anger? They then show you more of that kind of content. These materials are not intended to help you understand the world but to keep you engaged.

What’s more frightening is that this not only consumes your time but also alters your desires. Constantly consuming immediate feedback (likes, comments) gradually makes you lose interest in things that are slow or require effort, such as reading a book or learning a skill that requires long-term practice. You may think it’s because of your “poor attention,” but in reality, your desires have been retrained by the platforms, making you crave immediate gratification and losing interest in things that require patience.

2. AI’s Attention is about “Calculation”; Human Attention is about “Perception”

AI’s approach to attention (such as in Transformer models) is like a mathematical game: it assigns scores to words based on their relevance to the current task and then uses these scores to generate coherent text. For instance, when AI writes an article, it “notes” key words in the context to create a coherent sentence, but it doesn’t understand why a person in pain needs gentle treatment—it only deals with relevance, not meaning.

Human attention, on the other hand, is different. When you see a homeless person, you notice their fatigue and helplessness, not just label them as “homeless.” AI can generate beautiful sentences about love, but it doesn’t feel distressed by seeing someone’s suffering. AI’s attention is a tool; human attention, however, serves as a bridge to the real world.

3. Weil’s View of Attention: Not About “Fixating Intently,” but About “Letting Go”

The attention we usually refer to is about focusing—using tools like the Pomodoro Technique to concentrate on tasks. However, Weil’s concept of attention is quite different: it involves a state of waiting and humbleness, not rushing to turn things into something useful for ourselves.

For example, when solving a geometric problem, Weil suggests that the goal is not to get a high score but to develop patience in facing the truth—you need to think carefully, avoid shortcuts, and accept that you may not understand everything immediately. Today, we learn to extract key points or methods (e.g., to share book summaries on social media or practice meditation for efficiency). But Weil says that true attention is about simply observing things as they are: when you meet someone, don’t rush to label them; when you read a sentence, don’t try to turn it into a famous quote. You should allow things to be what they are, without trying to shape them with your own perspective.

4. Healing Inner Divisions: Using Attention to “Redirect,” Not Relying on Willpower

Many people struggle with conflicting desires—wanting to quit drinking but also wanting to drink, wanting to use their phones but also to engage in deep reading, wanting to escape reality but also to take responsibility. We often try to control these with willpower, but the result is often more stress and frustration.

Weil suggests that what’s needed is not willpower but attention. For instance, if you want to quit drinking, don’t tell yourself not to drink; instead, redirect your attention daily towards things that can help you improve—such as chatting with friends or reading a comforting book. Over time, the things you focus on will become more important in your life. This is about being attracted to good things, not forcing yourself to change.

5. The Dangers of the AI Era: Attention Degraded to a Tool

People often talk about how AI and short videos have shortened our attention spans, but the deeper issue is that attention has been degraded from a human ability to a metric for machines (e.g., time spent on a page, click-through rates) or a productivity tool (e.g., the Pomodoro Technique). These tools are useful, but they don’t address the essence of attention: what do you really want to be changed by?

For example, AI can summarize Weil’s ideas, but it can’t replace the act of reading her writings and letting them influence you gradually. True attention involves exposing yourself to the truth without rushing to escape—reading a difficult book without immediately extracting key points, or interacting with complex people without jumping to conclusions. This kind of attention doesn’t provide immediate rewards, but it helps you become a complete person, rather than a tool controlled by algorithms or efficiency.

Conclusion

Machines only need to “compute” attention, but humans need to choose what to dedicate their attention to. This is what we must protect in the AI era.