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Google Glass Face Recognition App Coming This Month, Whether Google Likes It Or Not

Since Google Glass first appeared, its potential for facial recognition has been seen either as a privacy nightmare or as one of the headset's first truly intriguing uses.  Google has declared itself in the first camp.

Forbes Andy Greenberg

Context & Ripple Effects

This story closes a loop that opened in May, when Google pledged not to approve any Glass apps using facial recognition until protections were in place — a stance it framed to Congress as resting on 'social cues' and trust (its testimony on Glass privacy). The technical groundwork was laid publicly too: Lambda Labs shipped a facial recognition API for Glass back in May, and Duke University had already demonstrated an identity-inference app that recognized people by their clothing in March.

What changes now is that the app is arriving outside Google's approval pipeline entirely, making its ban unenforceable against third-party builds — and the pickup across TechCrunch, Computerworld, SiliconANGLE, 9to5Google and dailywireless.org shows how much attention the platform-vs-policy collision draws.

First-order effects

  • Developers building on Lambda Labs' facial recognition API can ship Glassware without waiting for a Google review that was never coming, while Google's stated approval policy loses practical force over sideloaded apps.

Second-order effects

  • Google faces pressure to respond at the platform level — tightening sideloading or hardware-level restrictions — since a policy-only veto has just been shown not to bind; wearers of Glass also absorb the social backlash of being identifiable by strangers' headsets, the exact scenario Duke's clothing-recognition experiment previewed.

Third-order effects

  • If wearable platforms can't enforce feature bans their users can route around, the battleground shifts from app-store gatekeeping toward legislation and public norms around biometric identification — the trust framework Google pitched to Congress becomes something regulators may have to write instead.

The trend: Wearable computing is forcing a shift from platform-owner content policies to external governance of biometric surveillance, as third-party tools arrive faster than official approval pipelines can constrain them.