QA Knowledge Hub

Publish Gate

How AI output is separated from a publishable signal.

Publish Gate

The purpose of the publish gate is to block weak or incomplete signals, lower conviction in low-certainty cases, and keep the public publish path controlled.

What the publish gate does not do

It does not turn the system into a truth machine.

Safe formulation:

The publish gate does not turn the system into a truth machine, but it makes it more transparent and more controlled than a plain AI-summary pipeline.

Why this is needed

If AI published everything automatically without a gate:

  • weak signals would escape more easily
  • the audit path would become weaker
  • editorial control would become weaker

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