Industry insiders say Samsung is quietly testing Google's scam detection engine that has lived on Pixel phones for years. Sources close to the development teams describe a collaborative effort to weave the machine-learning model into Samsung's call-screen UI, promising users a seamless shield against fraudulent callers without the need for third-party apps. The move could mark a shift in how Android manufacturers handle security, turning a once-exclusive tool into a cross-brand safeguard. Analysts predict that if the feature rolls out with the new Galaxy flagship, it will set a new baseline for carrier-agnostic protection and may push other OEMs to follow suit, reshaping the competitive landscape of mobile anti-scam measures.