AIBearisharXiv – CS AI · Apr 77/10
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Incompleteness of AI Safety Verification via Kolmogorov Complexity
Researchers prove a fundamental theoretical limit in AI safety verification using Kolmogorov complexity theory. They demonstrate that no finite formal verifier can certify all policy-compliant AI instances of arbitrarily high complexity, revealing intrinsic information-theoretic barriers beyond computational constraints.