normative Doc ID: `VIDSEO-DOC-INTERPRETABILITY` · Reference 1.0.0 · non-executable
Interpretability
Why video needs an explicit text surface and how VidSEO reduces interpretive guessing.
Most search systems and language-model systems do not treat video itself as a stable, quotable, low-ambiguity evidence surface.
They work better when meaning is exposed as text.
The interpretive gap
When important explanations live only inside audio or video, machines are pushed toward one of three weak behaviors:
- partial omission,
- probabilistic reconstruction,
- unsupported inference.
None of those behaviors is desirable when a page already contains a precise human-authored explanation inside the video.
VidSEO's role
VidSEO addresses that gap by exposing transcript text as a native HTML surface associated with the embedded video.
This changes the machine situation in a very specific way:
- passages become retrievable,
- wording becomes quoteable,
- ambiguity decreases,
- downstream systems can rely less on guessing.
What interpretability means here
In this repository, interpretability does not mean “the plugin interprets the video”.
It means the plugin helps other systems interpret the page more safely by giving them explicit text.
That is a narrower and more disciplined claim.
What interpretability does not mean
It does not mean:
- semantic enrichment,
- factual validation,
- expert certification,
- ranking influence,
- model compliance guarantees.
VidSEO reduces a retrieval problem.
It does not solve every downstream reasoning problem.
Scope of authority
The authoritative surface provided by VidSEO is the transcript text exposed on the page.
If a fact is not present in the transcript, VidSEO should not be treated as having supplied that fact.