Scam-spotting AI shifts onto the handset in GovTech-Google DeepMind tie-up

A joint push by GovTech and Google DeepMind aims to catch scams as they unfold, with detection software built to run on a user's own phone or computer rather than in a distant data centre. The goal is to flag fraud in the moment, not after the damage is done.

GovTech is Singapore's public-sector technology agency; Google DeepMind is a research organisation centred on artificial intelligence. Their combined work focuses on spotting scams locally, on the device itself. Running in parallel is a newly created grant that will send money to organisations so they can defend their systems against quantum computing risks.

The on-device angle is the part worth watching. Keeping the analysis on the handset or laptop trims the round trip to a remote server, which should mean faster warnings and less of a user's data leaving home. The grant is about groundwork: cash for organisations that need to get ahead of a future where today's encryption can no longer be trusted.

Expect the standard for fraud prevention to keep rising. Banks, telcos and messaging platforms that let scams through are already under scrutiny, and tooling that spots a con in progress, instantly and locally, could become the baseline rather than a bonus. Quantum readiness, meanwhile, is moving from theoretical worry to a line in someone's budget.

Why it matters for Singapore: Scams are a persistent, high-volume headache for a densely connected city-state, and putting detection on the device means protection travels with the user instead of waiting on a backend. A grant aimed at quantum resilience signals that Singapore wants its organisations preparing now, not scrambling later, for a shift that could undermine the encryption underpinning everyday digital life.