The choice is not between AI and human intelligence. It is between information ecosystems that sustain both and information ecosystems that degrade both. The research is clear on where current trajectories lead. The strategic question is what to do about it.
The web is no longer primarily human-generated text created for human readers; it is increasingly AI-generated text created for algorithmic amplification, mixed with human-generated text optimized for the same algorithmic reward functions.
As AI systems train on this degraded corpus, they learn to reproduce its characteristics—shallow reasoning,... See more
The winning strategies over the next decade will not be those that maximize short-term AI deployment. They will be those that build and maintain access to high-quality information flows—genuine human expertise, carefully curated training corpora, institutional knowledge that has not been corrupted by synthetic recursion.
“Everything we come into contact with has the potential to influence our taste. So the art of living well includes the art of feeding your input stream.” — Rick Rubin
What we need is more support for the act of curation itself: Not just paying online creators for their content, but paying curators, sustaining the people who find what you like.
As information volume and complexity grew, simply keeping pace became a specialized profession. In other words, information specialists who do nothing but track developments in more and more narrow domains emerge.