Ideas Weave Every Narrative with AI.
62% of Americans admit they don’t understand statistics. That’s not a crisis—it’s a superpower. The real danger lies with the 38% who confidently overestimate their data literacy and fall for p-hacked nonsense. Blind trust in numbers is just modern superstition. Staying humble might be your best defense.
AI is a powerful structural scaffold for learning — it can generate curriculums, practice projects, and roadmaps in seconds. But it’s fundamentally unreliable as a source of truth. The danger? If you feel you’re learning successfully from an LLM, you’re likely on the wrong side of the Dunning-Kruger curve. The AI is fooling you because you lack the expertise to spot its hallucinations. Use AI to design the path, but verify every fact with authoritative sources.