
Artificial intelligence Blaze Media Large language models Opinion & analysis Oversight project Wikipedia
AI’s biggest security risk is hiding in plain sight
Man_Half-tube via iStock/Getty Images
This is where the danger becomes unmistakable. Most people treat Wikipedia and Reddit cautiously when browsing the internet, aware of the bias. AI does not. When you ask an AI system a question, it generates polished, authoritative-sounding answers built from those same sources — stripped of context, caveats, or transparency. What appears neutral is often laundered opinion.
This information-laundering must become part of the national conversation about AI. Some policymakers seem to understand the stakes. The Senate Commerce Committee has sent oversight letters and plans a hearing. The House Oversight Committee has signaled similar interest. Even Ed Martin, former U.S. attorney for the District of Columbia, has demanded information from Wikipedia.
But the truth is blunt. No special-interest group today is fighting for Americans who will soon live in a world saturated with AI slop. There is plenty of lobbying in Washington for everything except preserving an honest information ecosystem. Without intervention, public knowledge will be shaped by opaque networks of foreign actors, ideological activists, and machine-driven amplification on a massive scale.
Policymakers must recognize what is at stake and act before the architecture of public knowledge is fully captured. The future of AI — and the future of democratic self-government — depends on it.
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