Sara Collins

Getting Age Assurance Right: A Risk-Based Framework for High-Risk Online Features

Identifies three policy failures jeopardizing children's online safety and proposes a risk-tiered framework for age-appropriate experiences rather than blunt, privacy-invasive age verification.

The Kids Aren't Alright Online: How To Build a Safer, Better Internet

Argues kids' online-safety policy should make platforms safer and more privacy-protective for everyone, focusing on platform design features that facilitate harm rather than blanket restrictions.