Authorized Computing proposal reduces AI slop

The author proposes a technical framework called Authorized Computing to reduce AI slop by combining hardware-verified inputs with programming languages that track attribution and enforce permissions. By using hardware signatures from devices like cameras and keyboards, the system verifies that raw data originates from physical actions in the real world. This verified data can then be managed through specialized compilers and operating systems to maintain author intent and control how information is shared and used across networks. Open article →