Project: DigiEmu VSC / VSC Core
Release context: v2.16
This document shows where VSC may fit in governance, audit, review, and partner workflows.
It is written for non-technical and semi-technical readers.
The central boundary remains:
VSC proves state integrity, not truth.
VSC does not replace governance processes.
VSC strengthens the evidence layer those processes rely on.
The scenarios below are examples of where VSC may support a larger workflow.
They are not claims that VSC alone proves compliance, legal responsibility, truth, fairness, or attribution.
Each scenario is structured as:
Scenario
Where VSC fits
What VSC can help verify
What remains outside VSC
An organization wants to prepare evidence for an internal or external AI audit.
The audit team needs more than screenshots, informal logs, or platform-specific traces.
VSC can help package AI decision-state evidence into a portable and verifiable bundle.
This may help auditors inspect whether the recorded evidence structure is internally consistent.
VSC can help verify:
- required evidence files are present
- checksums match
- token chains are consistent
- expected deltas are present
- verification results are reproducible
VSC does not decide whether the organization is compliant.
Legal, regulatory, procedural, and domain-specific audit judgment remains outside VSC.
An AI-assisted decision or automated workflow later becomes the subject of review.
The organization needs to understand what evidence was saved and whether it was changed.
VSC can help reconstruct the saved decision state from the base state and ordered deltas.
It can help determine whether the saved evidence bundle still passes integrity checks.
VSC can help verify:
- the saved evidence bundle was not silently changed
- the recorded state chain is internally consistent
- the latest state can be reconstructed from saved evidence
- the verification result can be reproduced
VSC does not determine who is responsible for the incident.
It does not prove intent, negligence, legal guilt, or moral fault.
One organization needs to share AI decision-state evidence with another organization, partner, auditor, or review body.
VSC can provide a portable evidence bundle and machine-readable verification result.
This helps the receiving party check the bundle without needing to trust the original platform blindly.
VSC can help verify:
- the received bundle matches its checksums
- the token chain is intact
- the evidence files are complete according to the verifier
- the verification result is reproducible by another verifier
VSC does not prove the identity of the sender.
Identity, authorization, and trust status should be handled by appropriate identity or trust layers.
A development team wants to ensure that verifier behavior remains stable as the repository evolves.
VSC conformance fixtures and comparison runners can be executed automatically in CI.
This helps detect whether expected PASS / FAIL / ERROR behavior changes unexpectedly.
VSC can help verify:
- fixture-level conformance
- machine-readable comparison results
- repeatable verifier behavior
- repository-level verification health
CI conformance does not prove that all real-world AI workflows are safe.
It only checks defined fixtures and repository verification behavior.
A research group wants to evaluate reproducible evidence structures for AI decision-state review.
VSC can provide a concrete prototype for studying base-state, delta-chain, and root-hash verification.
It can support experiments around reproducibility, evidence portability, and verifier comparison.
VSC can help verify:
- whether a given evidence bundle can be reconstructed
- whether fixture results match expected classes
- whether independent implementations can compare result classes
- whether evidence-state handling is reproducible
VSC does not prove the correctness of a research hypothesis by itself.
Academic validation, peer review, methodology, and interpretation remain outside VSC.
A broader AI trust architecture needs to separate identity, state evidence, and responsibility context.
VSC can act as the decision-state verification layer between identity / trust verification and responsibility / attribution context.
TBN = identity / trust verification
VSC = decision-state verification
CLARIXO = responsibility / attribution context
VSC can help verify:
- the decision-state evidence bundle is internally consistent
- the state/token chain can be checked
- the verification result can be exported and referenced
- another layer can point to a VSC evidence result without redefining it
VSC does not replace TBN or CLARIXO.
It does not prove identity or responsibility attribution by itself.
For boundary details between the three layers, see:
docs/interop/TBN_VSC_CLARIXO_BOUNDARIES.md
VSC is useful when a workflow needs portable, reproducible, independently checkable decision-state evidence.
The safest partner-facing summary is:
VSC does not replace governance processes.
VSC strengthens the evidence layer those processes rely on.
And the core proof boundary remains:
VSC proves state integrity, not truth.