16 Million Fake Accounts Stealing AI Capabilities

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• Automated model capability extraction via systematic API usage — the “off-manifold probe” concept: probing regions of a model’s capability space not reached by normal usage to extract frontier behaviour.
• Performance gaps between frontier and distilled models are predictable from provenance — production systems need model provenance tracking, not just performance benchmarks.