The Line Item Called Payroll

Amazon's Ring has begun rolling out Familiar Faces, an AI-powered facial recognition feature that lets doorbell owners build a catalog of up to 50 faces — family, friends, neighbors, delivery drivers, housekeepers — and get push alerts when those people approach the door. The biometric processing happens in Amazon's cloud, not on-device, and the feature is now live for opt-in users across most of the United States (Source: TechCrunch).

State biometric privacy laws have already carved holes in the rollout. Familiar Faces is blocked in Illinois, Texas, and Portland, Oregon, where statutes require explicit consent before collecting biometric identifiers. Amazon's own privacy policy applies only to the device owner; the delivery driver, the kid selling cookies, and the neighbor walking their dog have no notice, no consent, and no way to opt out of being catalogued (Source: Biometric Update).

Senator Ed Markey (D-Mass.) sent Amazon CEO Andy Jassy a letter on February 11 demanding the company kill the feature, writing that Ring "inadvertently revealed the serious privacy and civil liberties risks attendant to these types of Artificial Intelligence-enabled image recognition technologies" and warning that the doorbells can now "collect biometric information on anyone in their video range — without the individual's consent and often without their knowledge" (Source: Office of Senator Ed Markey).

Ring has maintained more than 400 data-sharing partnerships with police departments. The new capability turns millions of private front porches into nodes in a decentralized face-recognition network with no federal rules governing what Amazon — or law enforcement — can do with the data.

State police forces across Brazil are rolling out crime-forecasting pilots that mix machine learning with historical crime datasets to predict where officers should be sent next. Programs are already active in Rio de Janeiro, Fortaleza, and Santa Catarina, and a Belo Horizonte pilot using a Japanese system called Crime Nabi has expanded after reducing construction-site cable theft. São Paulo continues to operate two older systems, InfoCrime and Detecta, that feed the same prediction pipeline (Source: Americas Quarterly).

The math underneath these systems is circular. Brazilian crime data reflects where police have historically patrolled, and vast stretches of low-income neighborhoods suffer "information blackouts" where no officers are present, and no crimes are recorded. Feed that asymmetry into a prediction model, and it recommends more policing of the same neighborhoods already being policed, then interprets the resulting arrests as confirmation that its forecasts were right (Source: Instituto Igarapé).

The demographics make the stakes concrete. Black Brazilians make up 64% of the prison population. Commercial facial-recognition systems still post error rates as high as 34.7% for Black women compared to 0.8% for white men, per MIT researcher Joy Buolamwini's benchmark work.

Brazil's federal AI bill would nominally ban predictive policing as an "excessive risk," but the pilots are already running under state authority while the legislation sits unpassed (Source: Americas Quarterly).

The EU AI Act's general-purpose AI obligations become enforceable on August 2, 2026, giving the European Commission's AI Office the authority to request information from foundation model providers, evaluate their systems, and fine violators up to 3% of global annual turnover or €15 million, whichever is higher. The penalty applies even to models that aren't classified as high-risk; documentation and transparency failures alone are enough to trigger it (Source: EU Artificial Intelligence Act).

Providers who signed the GPAI Code of Practice, finalized in July 2025, get a "presumption of conformity" across the transparency, copyright, and safety chapters. Providers who refused to sign — most notably xAI — will face the full evidentiary burden when the AI Office comes knocking.

The Commission can also order immediate market interventions, including recall and withdrawal, alongside the financial penalty (Source: ThinkAutomated).