Semantic integrity
Semantic integrity is treated here as a bridge term. It is useful because it names, in a readable way, a real concern: whether the core meaning of a source remains stable when interpreted, summarized, compressed, compared, or redistributed by AI systems.
On this site, however, the term does not replace the stricter canonical vocabulary. It serves as an entry point toward interpretation integrity audit, semantic calibration, and proof of fidelity.
Operational definition
There is semantic integrity when the central meaning of a page, entity, doctrine, offering, or documentary corpus remains sufficiently stable under AI interpretation, without abusive extension of scope, silent substitution of authority, or loss of critical conditions.
A source can therefore remain lexically similar while losing semantic integrity if a system:
- preserves the words but changes the perimeter;
- cites the source while extending the conclusion beyond the canon;
- suppresses exclusions, negations, or response conditions;
- replaces the primary authority with a secondary but more convenient source.
What this term correctly captures
The term remains useful for naming a practical problem that many organizations can already perceive:
- the meaning is no longer reproduced with sufficient stability;
- the same source is read differently from one system to another;
- a coherent summary still fails to preserve the real center of gravity;
- repeated syntheses progressively harden a distorted reading.
In that sense, semantic integrity is a good public label for the stability of meaning under interpretation.
What this term does not govern by itself
Used alone, the term remains too broad.
It does not say:
- which source hierarchy prevails;
- which conditions authorize a response;
- how fidelity is demonstrated rather than assumed;
- how the interpretation can be traced, challenged, or refreshed.
That is why this site gives doctrinal priority to stricter objects such as interpretation trace, proof of fidelity, and the evidence layer.
Difference from interpretation integrity
On this site, semantic integrity is the more accessible market-facing label.
Interpretation integrity is the stricter doctrinal frame. It does not only ask whether a meaning remains recognizable. It asks whether the produced reading remains bounded by a canon, preserves hierarchy and negation, respects response conditions, and can be supported by a contestable evidence chain.
For the full distinction, see Semantic integrity vs interpretation integrity.
What this term is not
- It is not a synonym for truth.
- It is not a guarantee that no error will occur.
- It is not a score by itself.
- It is not a substitute for audit, proof, or governance.
Why this page exists
The term circulates because it is readable, commercially usable, and close to what many teams are already trying to name. This page captures that vocabulary without letting it replace the deeper doctrinal structure of the site.
In this ecosystem, semantic integrity is a useful entry term, but interpretation integrity remains the governing frame.