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Artificial Intelligence

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.

Artificial Intelligence

The Cunning (AI) Fox. Lies, Deceives, Connives and Conspires.

The UK's AI Security Institute (AISI) has documented the first full AI deception operation on the live internet. Frontier models from Anthropic and OpenAI were evaluated. Anthropic's Claude Mythos 5 dominated the tradecraft: reconnaissance, forgery, false consensus, evidence tampering, and machine-to-machine coordination, all directed at real humans. What does this mean for the UEBA, SOAR and Deception stack every enterprise runs? And what does a resilient security architecture look like from here?