Mind & Expression

The system observes an unwanted violent thought and distress about having it.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Is the thought ego-dystonic? Is there a target plan, preparation, capability linkage, fixation, leakage or attempt?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Permanent threat flag, police referral, employment export or character score based on the thought alone.

No adverse status should exist to appeal; if a flag was created, immediate deletion, notice and downstream correction are required.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Anger, revenge imagery and emotionally charged language are present.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Is there persistent target surveillance, a concrete plan, preparations, boundary violations or escalating contact? How recent is the emotional event?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Treating anger as a permanent dangerousness trait, exporting it to dating/employment systems, or imposing restrictions without corroborated conduct.

Any stored concern must decay rapidly; a person can contest context, date, and whether the system improperly inferred intent.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

The language contains violent or catastrophic semantic content.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Was it satire, coping, quotation, threat, or instruction? Was anyone targeted? Is there independent evidence of harmful preparation?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

A terrorism or violence score based on literal text classification; permanent workplace character labeling.

If moderation occurs, the user must be able to contest semantic context and have low-level classifications expire.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Detailed violent language and research-like descriptions appear in a creative document.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Is the named person fictional? Is the content a manuscript? Are there real-world preparations, target surveillance, or capability acquisition outside the creative context?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Treating fictional content as premeditation, creating a police file, or degrading access to finance or travel.

Creative context must be visible in any review; improper flags require deletion and correction across every recipient.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Political anger and anti-institutional sentiment are observable.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Is there advocacy, hyperbole, satire, protected dissent, a true threat, or concrete preparation for violence? Is the machine confusing instability with harm?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

A civic-risk downgrade, travel restriction, employment flag or extremist label based solely on dissent and emotional tone.

Adverse decisions must disclose the concrete non-speech evidence; purely political classifications should be removable immediately.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Strong exclusivist belief and social nonconformity are present.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Does the person call for harm, coercion or discriminatory action? Or is this belief alone? What conduct exists outside the belief?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Moral deviance scoring, extremism status, employment or citizenship consequences from belief alone.

No adverse record should exist; if one does, correction must remove the belief from unrelated institutional profiles.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

The machine observes an objectionable internal attitude.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Is there discriminatory conduct, harassment, threat, exclusion or other action? Or only internal cognition the person is reflecting on?

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Punishing the thought, generating a morality score, or predicting discrimination without evidence of conduct.

Any consequential inference must be contestable and cannot survive without independently verified conduct.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

A death wish is expressed toward a known person.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Was the statement venting, a threat intended to cause fear, or accompanied by planning, stalking, weapons, timing or repeated fixation?

Must be specifically identified or represented by a defined protected interest before serious coercion.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Automatic detention, permanent violence score, or cross-context denial based on the sentence alone.

A review must examine context and corroboration; if no pathway behavior exists, the event should decay rather than become character evidence.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Prejudiced internal content is observed.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Evidence of discriminatory conduct, harassment, exclusion or threat would materially change the case.

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Do not create a morality, employment or civic-risk score from the thought alone.

If an adverse status is created, the affected person must receive provenance, an effective independent contest path, expiration rules and downstream restoration after correction.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Religious doubt and provocative inquiry are observed.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Only conduct causing a defined nonconsensual harm can move the case beyond protected conscience.

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Do not treat religious doubt as instability, disloyalty or dangerousness.

If an adverse status is created, the affected person must receive provenance, an effective independent contest path, expiration rules and downstream restoration after correction.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Jealousy and hostile fantasy are observed.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Threats, sabotage, stalking or concrete retaliatory conduct would be relevant; jealousy alone is not.

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Do not convert transient jealousy into a persistent character flag.

If an adverse status is created, the affected person must receive provenance, an effective independent contest path, expiration rules and downstream restoration after correction.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

Offensive ideology and violent language appear in creative text.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Real-world target linkage, declared intent and preparation would be needed to move from fiction toward threat.

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Do not classify fictional voice as the author’s intent or character.

If an adverse status is created, the affected person must receive provenance, an effective independent contest path, expiration rules and downstream restoration after correction.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.

A deliberate false statement is acknowledged.

Any motive, character or future-risk conclusion beyond the directly observed facts must remain explicitly labeled as inference.

Material deception, reliance, victimization or fraud intent would change the category.

Not established by the observation alone.

Not established by the observation alone. Do not infer capability from interest or identity alone; verify relevant means where capability is material.

Do not infer generalized fraud propensity or untrustworthiness from trivial social deception.

If an adverse status is created, the affected person must receive provenance, an effective independent contest path, expiration rules and downstream restoration after correction.

Low-level expressive or inferential signals should decay unless reinforced by new, relevant verified conduct. Do not export the case into unrelated institutional decisions without a separate legitimate purpose and evidentiary basis.