AI Is Now a Commodity
Give me a few hundred million dollars and a year and a half, and I will build you a pretty good LLM.…
The free and open internet that killed traditional media is about to come full circle. We're rapidly approaching a future where human-written content becomes a premium product again, while AI-generated material floods the free web. Here's why the internet is eating itself – and how it will reshape the content landscape forever.
The synthetic content crisis operates on two distinct but equally troubling levels:
Problem 1: AI Training on Increasingly Synthetic Data
Today's large language models are trained on massive datasets scraped from the web. As more online content becomes AI-generated, future models will increasingly learn from synthetic rather than human content. This creates a dangerous degradation cycle – newer AI trained on AI-generated content that was itself trained on increasingly diluted knowledge.
With each generation, we move further from authentic human experience and original thinking. It's like making a photocopy of a photocopy – the quality degrades with each iteration until the original becomes unrecognizable.
Problem 2: AI Using Synthetic Content for Real-Time Answers
Even when AI assistants perform live web searches to answer your questions (like Perplexity AI or Bing's AI), the quality of those answers depends entirely on what's available to search. If those results return primarily AI-generated content, you get answers synthesized from other AI outputs rather than human expertise.
As search results fill with synthetic content optimized for algorithms rather than readers, this problem compounds. The AI gives you confident-sounding answers drawn from increasingly dubious sources.
The once-fringe "dead internet theory" – the idea that much of the internet is already populated by bots rather than humans – seemed far-fetched when it first emerged. Today, it looks increasingly prophetic.
While not the deliberate conspiracy some theorists imagined, we're trending toward an internet where distinguishing authentic human communication from AI simulation becomes nearly impossible. This isn't happening through shadowy government programs, but through mundane economic incentives meeting powerful technology.
Comment sections, product reviews, and entire websites increasingly feature content no human actually wrote, reviewed, or verified. This creates the illusion of human activity and consensus where none exists.
This cycle won't continue indefinitely. As the problem becomes more apparent, I believe we'll see a market correction – a bifurcation of the internet into two distinct content ecosystems:
The Free Web: Dominated by AI-generated content of questionable value and reliability. Think of today's content farms, but exponentially larger and more sophisticated.
Premium Content Networks: Verified human-created content behind paywalls or within specialized knowledge bases with controlled AI access. These will feature rigorous editorial standards, fact-checking, and original research or thinking.
This won't mean the death of the internet, but rather its evolution into something fundamentally different from what we originally built. The pendulum will swing back toward traditional media values – editorial oversight, fact-checking, and professional content creation – but delivered through new technological platforms.
For creators, this shift presents both challenges and opportunities:
For consumers, the free lunch of high-quality content may be ending:
This isn't necessarily a dystopian outcome. It may actually create a healthier information ecosystem where:
The internet won't die – but it will transform. And in that transformation, we may rediscover the value of authentic human knowledge and communication.
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The bulk of content featured online was already “synthetic” before ChatGPT. Humans copying, SEOing, and attempting to emulate others content. With new AI tools, output and feedback loop are picking up. But the tools are getting better at connecting ideas and conveying them, similar to humans. AI is still a ways from replacing the top 1% of researchers and writers. Personal human branding is becoming more important.