Training checkpoint timing is generally not published by AI platforms. Operators detect checkpoints retrospectively when content that was previously absent from training-corpus retrieval becomes available. The interval between training checkpoints varies by platform.
The IEO Engine deployment timeline accounts for training checkpoint dependencies. Some citation outcomes — particularly cold un-anchored ChatGPT citations — depend on training checkpoint inclusion and develop on the platform's checkpoint cadence rather than on deployment-internal timelines.