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Bazi methodology · AI-assisted editing

Editorial Boundaries for AI-Assisted Bazi Content

Define safe roles for AI drafting, retrieval, translation, review, provenance, correction, and sensitive-content controls in Bazi publishing.

Simplified Chinese
AI 辅助命理内容的编辑边界
Traditional Chinese
AI 輔助命理內容的編輯邊界
Pinyin
AI Fǔ Zhù Mìng Lǐ Nèi Róng De Biān Jí Biān Jiè
Also known as
AI Bazi editorial policy · Generative AI astrology content boundaries

Editorially reviewed:

Overview

AI may assist with outlining, retrieval candidates, terminology comparison, drafting, and localized rewriting, but it must not replace deterministic chart calculation, source verification, editorial accountability, or consent. Every factual citation must be checked against the source, every locale must be reviewed for natural meaning, and generated explanations must remain distinguishable from classical quotations. Sensitive medical, legal, financial, safety, and third-party claims require stricter controls or exclusion. Publishing volume is not a quality signal, and an AI disclaimer does not cure inaccurate, duplicative, or harmful content.

At a glance

Allowed assistance
Outline, retrieval candidates, comparison, drafting, localization
Human responsibility
Source verification, claim scope, safety, final approval, corrections
Deterministic boundary
AI does not calculate or silently alter the verified chart
Provenance
Separate quotations, translations, sourced claims, and generated synthesis
Sensitive scope
Medical, legal, financial, safety, minors, and third-party data need stricter controls
Not sufficient
Disclosure alone does not make inaccurate or scaled content helpful

Assign AI a bounded editorial role

Define which stages may use AI and which require deterministic code, primary-source checks, or accountable human judgment.

Do not let a fluent draft silently become a calculation result, quotation, citation, or reviewed interpretation.

  • Document permitted tasks.
  • Keep calculation outside generation.

Verify sources and locale meaning before publication

Open every cited source, confirm the locator and claim, check terminology, and review each locale as native prose rather than word substitution.

Reject fabricated citations, unsupported certainty, copied structure, keyword stuffing, and translations that change safety boundaries.

  • Verify every citation.
  • Review every locale independently.

Keep provenance and revision paths visible

Distinguish source text, translation, traditional interpretation, AI-assisted draft, and editorial synthesis in the content model or workflow.

Maintain versions, reviewer identity, dates, and a correction path so published errors can be traced and repaired.

  • Record review metadata.
  • Support corrections and withdrawal.

Apply stricter limits to consequential claims

AI-assisted Bazi content must not diagnose, accuse, determine eligibility, direct investments, override consent, or predict sensitive harm.

Disclaimers are supporting context, not permission to publish unsafe or unverified claims. Exclude content when the risk cannot be contained.

  • Use fail-closed publication gates.
  • Do not trade safety for scale.

Sources and editorial basis

  1. 《淵海子平》 (Yuanhai Ziping)
    《淵海子平》的穩定術語與格局材料作為 AI 輔助內容必須回到原典核對、不得生成虛假原文或規則的示例來源A foundational Ziping reference for branch months, hidden stems, roots, and stem-branch relationships.
  2. 《三命通會》 (Sanming Tonghui)
    《三命通會》的卷次、干支與歲運材料用於要求 AI 候選引用必須逐條開啟底本、核對定位及主張範圍A historical compilation covering stems and branches, Ten Gods, Nayin, Shen Sha, and multiple classical pattern systems.
  3. OpenFate Editorial Methodology
    AI 編輯邊界頁限定生成角色，分開確定性排盤、來源、翻譯和綜合，並以五語審校、敏感主張及 fail-closed 門檻控制發布OpenFate separates deterministic chart calculation, traditional interpretation, and modern editorial explanation.
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