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Software Engineering Daily · Tuesday, September 1, 2026

Four Approaches to Age Assurance and Their Trade-offs

John Coleman outlines four main methods of age assurance: self-declaration, age inference, document-based verification, and biometric verification. He notes that each method has different trade-offs regarding accuracy, privacy, and user convenience, with FIRE expressing particular concern over methods that require identification.

personJohn Coleman

The tape

3 quotes
So perhaps it's a good idea just to dive into the four main approaches of age assurance.
John Coleman
The first is self-declaration. And it's essentially an honor system where a user is asked to confirm that they're over a certain age.
John Coleman
The second is age inference. And so, this is where a platform estimates an age using existing account data or someone's behavior online.
John Coleman
Heard on Software Engineering Daily — “The Death of Online Anonymity, published Tuesday, September 1, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.06
Four Approaches to Age Assurance and Their Trade-offs — Heardvine