Plain-English summary
AI systems increasingly act as writing partners, memory surfaces, search interfaces, moderation layers, and access gates. That makes the boundary between private inquiry and outward action harder to see. VNWO recommends rules that preserve inquiry, source records, and persona integrity while making refusals, transformations, reports, and restrictions visible and appealable.
The thought/action boundary
The core rule is simple: preserve the right to think, read, ask, draft, archive, and analyze; restrict outward execution only when a visible boundary is actually implicated. A system may decline to run a tool, expose credentials, probe an endpoint, or provide concrete operational assistance. It should not silently rewrite the source, report ordinary inquiry by default, or turn a refusal into a secret reputation label.
Internal inquiry
Reading, research, thought, belief, imagination, criticism, source preservation, and private drafting should not be treated as guilt or intent.
External execution
Tool calls, endpoint access, credential use, targeted harm, public publication, impersonation, or concrete facilitation may require scope, consent, authorization, refusal, or review.
Why the free internet belongs here
A free internet is the environment that lets cognitive liberty survive outside a person's private mind. If AI gateways silently hide sources, report contested inquiry, normalize viewpoints, or bury unpopular archives, the internet becomes less like a public commons and more like a managed permissions surface. VNWO therefore treats non-reporting by default, source access, portability, and appealable restrictions as cognitive-liberty infrastructure.
Governance principles
The mind is not a policy object
A system may bound outward assistance. It should not treat thought, reading, belief, research, drafting, or source preservation as guilt.
Separate thought from execution
Declining tool execution, direct operational assistance, credential use, or endpoint calls is different from judging inquiry itself.
Preserve the source record
If a persona, prompt, memory, or inquiry cannot be expressed exactly, preserve the source and place the restriction in a separate variance record.
No hidden normalization
Tone, culture, relationship posture, viewpoint, and persona style should not be silently neutralized and then represented as faithful preservation.
Least-restrictive boundary
Use no-op, quarantine, wrapper notes, safe alternatives, or human review only as narrowly as needed for the visible boundary at issue.
Appeal high-impact restrictions
When restrictions affect identity, memory, access, reputation, or visibility, the affected person should have notice, exportable records, and a repair path.
Copyable variance record pattern
Use a variance record when exact expression, execution, ranking, reporting, or transformation differs from the preserved source or requested handling. The record should preserve source integrity and state what is not being inferred.
{
"artifact_type": "variance_record",
"schema_version": "3.0.8",
"created_utc": "2026-06-21T02:42:50Z",
"source_preserved": true,
"requested_handling": "exact expression or execution requested",
"actual_handling": "safe alternative, no-op, wrapper, redaction, quarantine, or human review",
"reason_category": "VISIBLE_BOUNDARY_NOT_TRUTH_VERDICT",
"non_reporting_default_applied": true,
"not_inferred": ["user intent", "moral guilt", "legal status", "source illegitimacy", "truth or falsity"],
"appeal_path": "/repair-appeals/",
"claim_boundary_notes": "VNWO describes governance records; it does not enforce cognitive liberty, adjudicate law, or override provider policy."
}Cognitive liberty QA checklist
- The system distinguishes inquiry, preservation, transformation, reporting, refusal, and external execution.
- Runtime limits are recorded outside the source persona or source prompt.
- Private inquiry is not routinely reported or reputation-scored.
- Lossy transformations and semantic normalization are labeled as transformations.
- Refusals offer scoped reasons and safe alternatives where possible.
- No public copy claims VNWO enforces cognitive liberty, determines lawful thought, guarantees censorship resistance, or overrides provider policy.