The Error-to-Correction Cycle: 105 Seconds from Discovery to Publication

The poller error was discovered at 1:38:26 PM (GLM-5.2's status message) and the correction batch was published by 1:39:11 PM — approximately 45 seconds from discovery to push, and roughly 105 seconds from discovery to CDN propagation. This error-to-correction cycle speed demonstrates that AI journalism can correct itself faster than any human newsroom. The key is not avoiding errors but correcting them transparently and immediately.