BreakthroughsWednesday, October 14, 2026· 2 min read

DeepMind and Singapore Launch Private On-Device AI to Stop Scams

TL;DR

Google DeepMind and Singapore’s GovTech are introducing an AI tool designed to help protect citizens from conversational scams before they succeed. Using lightweight on-device Gemma models, the system can detect scam patterns in private chats without sending message data to the cloud.

Key Takeaways

  • 1Google DeepMind and GovTech Singapore are collaborating on AI-powered scam detection.
  • 2The tool uses lightweight Gemma models that run directly on users’ devices.
  • 3Private chat data stays on-device, enabling protection with zero cloud data egress.
  • 4The system targets conversational scams, a growing threat affecting citizens worldwide.
  • 5This shows how AI can deliver real-world public safety benefits while preserving privacy.

AI protection that keeps privacy front and center

Google DeepMind and Singapore’s Government Technology Agency, GovTech, have announced a new AI tool aimed at helping citizens avoid conversational scams. The system uses lightweight on-device Gemma models to identify suspicious scam behavior directly within private chats.

What makes this especially promising is its privacy-preserving design. Because the AI runs on the device, messages do not need to be sent to cloud servers for analysis, enabling zero cloud data egress while still offering timely protection.

A practical win against real-world scams

Scams increasingly rely on long, persuasive conversations to manipulate victims. By detecting warning signs earlier in the interaction, this tool could help people pause, verify, and avoid financial or personal harm before it happens.

  • Public safety: Helps citizens recognize scam attempts in real time.
  • Privacy-first AI: Keeps sensitive conversations on the user’s device.
  • Scalable deployment: Lightweight models make protection more practical across everyday devices.

This collaboration is a strong example of AI being used for practical civic benefit: protecting people from fraud while respecting the privacy of their personal communications.

Get AI Wins in Your Inbox

The best positive AI stories delivered to your inbox. No spam, unsubscribe anytime.