A lightweight classifier screens first, then a fine-tuned Gemma model confirms the threat. That is the two-stage design behind the new GovTech and Google DeepMind scam detector.
Ledger says all confirmed cases tied to the 9 October draining incident involve devices sold through CryptoBilis, and that its own systems and direct sales channels were not affected.