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虎嗅 2026-03-19

In the AI Era, an Individual's Competitive Edge Doesn't Fundamentally Come from the Abilities They Possess

A short sentence that landed hard

It has been reported that a six‑word tweet from investor Naval Ravikant crystallized a long‑running unease among engineers, product managers and founders: the era in which coding skill alone served as a reliable moat is ending. The reaction was not panic so much as a collective exhale—confirmation that something structural has shifted. Why? Because the economics that made individual technical skill scarce are being rewritten by a new, higher‑order medium.

From McLuhan to machine learning: media that eats its substrate

Invoking Marshall McLuhan helps explain the shift. New media absorb older media and turn them into content; printing made speech into text, television flattened radio into images and ambient sound. AI, trained on the internet’s record, has swallowed that stack. Writing, programming, analysis, translation, basic design—skills that were once gatekept by years of training—are increasingly available as public infrastructure or near‑zero marginal‑cost outputs. The result is not that ability is unimportant, but that ability ceases to be the differentiator it once was.

Geopolitics, platforms, and the business of trust

This transformation plays out against geopolitical pressure on compute and supply chains. U.S. export controls on advanced chips and China's push for semiconductor self‑reliance shape who can train the biggest models and at what pace. Domestic platforms such as Baidu (百度) and Alibaba (阿里巴巴) are racing to commercialize large models while policymakers push for data and compute autonomy. But even where models are available, AI cannot yet name nascent collective anxieties or originate the first phrase that converts a vague feeling into a shared idea.

Sell a viewpoint, not just a skill

So what gives an individual market value now? Not solely technical ability. It’s trust, a distinct viewpoint, and the capacity to translate private meaning into public consensus. How do you turn what you care about into something others will pay for? By being the first to name an unarticulated shared concern, and by having built the credibility needed for people to believe you. In the AI era, the competitive edge lies less in what you can do and more in how you frame why it matters.

AI
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