🛠️ Current status: Building the signal encoder · Updated 4 August 2026
Key challenges

GAPP must balance five critical design challenges

The protocol must protect content reliably without compromising visual quality, platform performance or practical adoption.

01

Detectability

Can AI systems identify the signal reliably?

02

Quality

Can protection remain visually unobtrusive?

03

Robustness

Can the signal survive resizing, compression and common image handling?

04

Efficiency

Can platforms detect it quickly and affordably?

05

Adoption

Will responsible AI systems recognise and respect the protocol?