Jun 21, 2026 · 8:55 AM
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Researchers have finally worked out why AI models keep inventing the same fake names
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Researchers have finally worked out why AI models keep inventing the same fake names
New research explains why AI models don't just hallucinate randomly but converge on the same invented names repeatedly. The pattern stems from how LLMs compress training data and how reinforcement learning rewards confident answers, with consequences ranging from fabricated legal citations to a new class of supply chain attack called slopsquatting.
Walter Schulze
5 min read
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