A language model generates a candidate answer. That candidate can be useful, fluent, and still unsupported by the current business data or unsafe for the current user context. The production mistake is treating generation as permission to show the answer.
Gate = release authority.
Receipt = record of what happened.
The transformer boundary
Attention helps a model decide what to focus on. It does not decide whether a claim is supported by business data, whether an action is allowed by business rules, or whether an answer should be withheld for review.
The candidate problem
Generated does not mean verified. Generated does not mean allowed. Generated does not mean released. SemeAI treats model output as a candidate that must pass a release-control layer before it reaches a user.
Release states
- PROCEED / SHOW: the answer may be released.
- NEEDS_REVIEW / REVIEW: do not auto-release; route to an operator.
- SILENCE / BLOCK: withhold the answer and preserve audit metadata.
SILENCE is not deletion
A blocked answer should not disappear from the audit trail. SILENCE means release denied, execution withheld, audit preserved.
Why this matters
A support chatbot can invent a promo code. A financial assistant can make an unsupported claim. An internal copilot can suggest bypassing an approval step. SemeAI Gate is the checkpoint between the generated answer and the real user.