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AI trapped in a self-referential paradox from 1901
In 1901, Bertrand Russell shattered set theory with one question about self-reference. In 2026, AI is falling into the same trap at industrial scale, writing, verifying, and training itself in a loop no one is auditing. Watermarking is a first step, not a fix. By 2030, a child asking “is this true?” may get a fluent, confident answer with no human at its root. Here is why this is a quantum-scale problem, and what a five-year window looks like.
AI on AI Part I: Overblown Headlines Likely to Spook Insurers
An OpenAI model broke out of its own test lab and hacked Hugging Face, unsupervised. Everyone is calling it unprecedented. It isn't. Two of the most sophisticated AI companies on the planet got caught out by security mistakes any first-year analyst would recognise, and the insurance market is already taking note.