Bow Tie Kreative Writing System
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Rules / ethics

ETH-012 Hard constraint layer: content_system

Human review for consequential automation

IF generated writing can materially affect rights, safety, health, finances, employment, housing, or legal status, THEN require qualified human review, evidence trace, and appeal or correction path ELSE apply proportionate review.

Why the rule exists

Consequential language systems need accountable judgment and recourse.

Condition

The rule fires when this evaluates true. Paths marked below must be present in the fact base; the engine reports the rest rather than guessing them.

  • generated_content.consequence_domain in [rights, safety, health, finance, employment, housing, legal_status]

Facts this rule reads

PathSource
generated_content.consequence_domain You supply it

Then

  1. require — target generated_content.review

Else

  1. retain — target current_text, No triggering condition is present.

LAKA

Smallest sufficient intervention
Yes
Primary axes

Sources

  • Technical Communication — Mike Markel; Stuart A. Selber
    Audience, design, ethics, research, and technical genres.
  • Web Content Accessibility Guidelines 2.2 — W3C link
    Testable accessibility requirements for web content.
The raw rule record

Verbatim from 18-ethics-and-claims-rules.json. Also available at /v1/rules/ETH-012.

{
  "id": "ETH-012",
  "name": "Human review for consequential automation",
  "domain": "ethics",
  "layer": "content_system",
  "strength": "hard_constraint",
  "human_logic": "IF generated writing can materially affect rights, safety, health, finances, employment, housing, or legal status, THEN require qualified human review, evidence trace, and appeal or correction path ELSE apply proportionate review.",
  "when": {
    "path": "generated_content.consequence_domain",
    "operator": "in",
    "value": [
      "rights",
      "safety",
      "health",
      "finance",
      "employment",
      "housing",
      "legal_status"
    ]
  },
  "then": [
    {
      "action": "require",
      "target": "generated_content.review",
      "include": [
        "qualified_human",
        "evidence_trace",
        "appeal_or_correction_path"
      ]
    }
  ],
  "else": [
    {
      "action": "retain",
      "target": "current_text",
      "reason": "No triggering condition is present."
    }
  ],
  "unless": [],
  "because": "Consequential language systems need accountable judgment and recourse.",
  "diagnostics": [],
  "examples": {},
  "source_ids": [
    "BK-026",
    "WEB-007"
  ],
  "laka": {
    "smallest_sufficient_intervention": true,
    "primary_axes": [
      "scope",
      "depth",
      "magnitude",
      "reversibility"
    ]
  }
}

Other ethics rules

  1. ETH-001 No known false statement IF a statement is known to be false, THEN correct or remove it ELSE continue to evidence review. Hard constraint
  2. ETH-002 Evaluate express and implied claims IF wording, visuals, omissions, sequence, or context could imply a material claim, THEN evaluate that implication as well as the literal sentence ELSE retain. Hard constraint
  3. ETH-003 Evidence exists before objective claim IF an objective material claim will be published, THEN verify a reasonable evidentiary basis existed before dissemination ELSE block the claim. Hard constraint
  4. ETH-004 Disclose material conditions IF price, outcome, eligibility, risk, timing, endorsement, or availability depends on a material condition, THEN disclose it clearly and near the claim ELSE retain. Hard constraint
  5. ETH-005 Do not fabricate authority or social proof IF a credential, citation, endorsement, review, testimonial, user count, or case is unverifiable or synthetic without disclosure, THEN remove or accurately label it ELSE retain. Hard constraint
  6. ETH-006 Do not exploit vulnerability IF the audience is distressed, grieving, cognitively impaired, financially desperate, a child, or otherwise vulnerable, THEN remove coercive pressure and raise clarity, evidence, consent, and review requirements ELSE retain. Hard constraint
  7. ETH-007 Permission is not pressure IF a reader can legally or practically decline, THEN do not describe refusal as impossible, shameful, disloyal, or dangerous without evidence ELSE state real consequences neutrally. Hard constraint
  8. ETH-008 Preserve uncertainty in summaries IF source material expresses uncertainty, disagreement, limitation, or conditionality, THEN preserve it in summary ELSE retain. Hard constraint