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AI & Digital✓ verifiedOECD Recommendation + National Strategy

OECD AI Principles & Korea AI Framework Act → Ministry of Science and ICT

과학기술정보통신부

AVerified echo
Evidence tier

Echo patterns are similarity-based hypotheses, not proof of causation. Open the sources and evaluate the linkage yourself.

Evidence Scorecard

A single score cannot prove an echo. This card triangulates semantic, temporal, and linkage evidence.

Verified echo
Semantic
Strong semantic alignment
Temporal
Global precedent precedes Korea
Linkage
Explicit citation in Korean source
Tier A — Verified echo — explicit citation or documented linkage + global-first timing
Multilingual semantic similarity
cosine similarity (method detail)0.846

Computed with intfloat/multilingual-e5-small multilingual embeddings. Display score is a calibrated mapping of the raw cross-lingual cosine (0.846); higher means closer meaning. Reflects semantic similarity, not proof of causation.

Aligned sentences

OECD AI Principles promote trustworthy AI through values such as inclusive growth, human-centered values, transparency, robustness, and accountability, serving as a global reference for national AI strategies.

aligned

「인공지능 기본법」 및 국가 AI 전략: OECD AI 원칙(투명성·책임성·인간 중심 가치 등)을 바탕으로 AI 개발·활용 가이드라인 및 규제 체계 수립.

Could also be…

  • •Parallel domestic policy development is possible.
  • •Industry or market pressure may have driven similar language.
  • •A common external shock (e.g., financial crisis, pandemic) could explain parallel adoption.

Timeline of the echo

7 year lag
  1. Global

    2019.05

    OECD

    oecd.ai

  2. then Korea
  3. Korea

    2026

    국가법령정보센터 · 인공지능기본법

    law.go.kr

First Korean mentionOECD AI Principles → domestic AI Basic Act alignment

From date field: 2025 promulgation → 2026 enforcement → grace period ~2026 · 2019–2026

Interrogate the Evidence

Answers are rendered directly from this record’s own curated fields — nothing is generated.

Averified echo · 86%

  • SemanticStrong semantic alignment
  • TemporalGlobal precedent precedes Korea
  • LinkageExplicit citation in Korean source

Matched concepts: transparency, robustness, and accountability ↔ 투명성·책임성; human-centered values ↔ 인간 중심 가치; OECD AI Principles ↔ OECD AI 원칙; high-impact AI threshold ↔ 고영향 AI 임계값; AI safety institute ↔ AI 안전연구소

Cross-lingual similarity 72/100 (multilingual e5 embedding) — a computed signal, not proof.

Similarity type: norm diffusion — OECD AI principles + Korean horizontal AI framework act

Quote bank

Short verbatim anchors from the global instrument and Korean law/policy — not a full stenogram.

Global

AI actors should respect the rule of law, human rights and democratic values throughout the AI system lifecycle.

Korean

OECD AI 원칙의 신뢰 가능 AI·인간 중심 가치가 인공지능 기본법 목적·원칙 조문에 반영.

Matched Concepts

5 pairs
transparency, robustness, and accountability
↓
투명성·책임성
human-centered values
↓
인간 중심 가치
OECD AI Principles
↓
OECD AI 원칙
high-impact AI threshold
↓
고영향 AI 임계값
AI safety institute
↓
AI 안전연구소

Agenda Arc

Curated

Global purpose, Korean purpose, and precursor stages. Reasoning echo is discourse observation — not proof of coordination.

Global purpose

Ground Korea’s AI Framework Act in OECD AI Principles so trustworthy-AI norms become enforceable statute.

Korean purpose

「인공지능의 발전과 신뢰 기반 조성 등에 관한 기본법」(법률 제20676호, 2025.1.21 공포·2026.1.22 시행): 고영향 AI(생명·신체·기본권 영향) 및 대규모첨단 AI(10²⁶ FLOPs)·투명성·영향평가·윤리원칙. 시행령(대통령령 제36053호, 2026.1.22): 국내대리인 임명(매출 1조원·AI매출 100억원·일평균이용자 100만명), 생성AI 공개시 입력정보 고지·출력물 표시.

국가법령정보센터 · 인공지능기본법 — 「인공지능의 발전과 신뢰 기반 조성 등에 관한 기본법」(법률 제20676호, 2025.1.21 공포·2026.1.22 시행): 고영향 AI(생명·신체·기본권 영향) 및 대규모첨단 AI(10²⁶ FLOPs)·투명성·영향평가·윤리원칙. 시행령(대통령령 제36053호, 2026.1.22): 국내대리인 임명(매출 1조원·AI매출 100억원·일평균이용자 100만명), 생성AI 공개시 입력정보 고지·출력물 표시.

Reasoning echo

Observed framing link: norm diffusion — OECD AI principles + Korean horizontal AI framework act. Not a claim of coordination.

Started where

OECD AI Principles

Started how

Promulgation 2025 → enforcement 2026 → grace period ~2026.

  1. Soft lawGlobalOECD AIOECD
    OECD AI Principles

    Intergovernmental trustworthy-AI principles.

    Primary source
  2. LegislationKorea2025–2026MSIT
    Korea AI Framework Act

    Domestic AI statute with 2026 enforcement.

    Primary source
Original (Global)

OECD AI Principles③ promote trustworthy AI through values such as inclusive growth, human-centered values②, transparency, robustness, and accountability①, serving as a global reference for national AI strategies.

Echo (Korea)

「인공지능 기본법」 및 국가 AI 전략: OECD AI 원칙③(투명성·책임성①·인간 중심 가치② 등)을 바탕으로 AI 개발·활용 가이드라인 및 규제 체계 수립.

Echo Strength

sourceVerified
hasKoreanSource
hasGlobalSource
hasDate
keywordDiversity
agendaTags

Influence Mechanism

norm diffusionepistemic communitypolicy learning
Origin
OECD
Timeline

2019–2026

norm diffusion — OECD AI principles + Korean horizontal AI framework act

Sources

🌍OECD Recommendation on AI (2019, updated)
🇰🇷한국 국가 AI 전략

Linkage Evidence

Concrete actors, citations, and consultations that connect the global origin to the Korean echo.

Citations

OECD AI Principles

Human-centred, trustworthy AI principles for member jurisdictions.

AI Framework Act

Domestic AI Basic Act purpose/principles track OECD soft law into statute.

Committee / Expert Overlap

OECD Working Party on AI Governance

MSIT — AI principles → domestic AI Framework Act

Intermediary Actors

NIA / KISA

technical agency

OECD AIAI ethics

Related Patterns

OECD AI Principles → Korea AI Strategy & Basic Act

OECD
P(B|A) = 77%temporal
44%

OECD Digital Government Recommendation → Korea Data-Based Administration Act

OECD
P(B|A) = 46%agenda
41%

OECD Education 2030 → Korea Future Curriculum Reform

OECD
P(B|A) = 46%agenda
41%

OECD Digital Government Recommendation → Korea Digital Government Platform

OECD
P(B|A) = 71%category
41%

OECD Childcare Recommendations → Korea Childcare Act

OECD
P(B|A) = 36%agenda
41%

OECD PIAAC → Korea Adult Literacy & Skills Policy

OECD
P(B|A) = 36%agenda
41%

OECD Pension Recommendations → Korea National Pension Reform

OECD
P(B|A) = 36%agenda
41%

OECD Long-Term Care Recommendations → Korea LTC Insurance

OECD
P(B|A) = 36%agenda
41%

OECD Starting Strong → Korea Early Childhood Education Reform

OECD
P(B|A) = 36%agenda
41%

OECD BEPS 2.0 Pillar Two Global Minimum Tax

OECD
P(B|A) = 46%agenda
41%

OECD PISA → Korea Education Reform

OECD
P(B|A) = 36%agenda
41%

OECD Transfer Pricing Guidelines → Korea Transfer Pricing Rules

OECD
P(B|A) = 36%agenda
41%

OECD Tax Administration 3.0 → Korea Digital Tax Administration (Hometax)

OECD
P(B|A) = 60%category
41%

OECD BEPS Action 5 (Harmful Tax Practices) → Korea Tax Incentive Reform

OECD
P(B|A) = 46%agenda
41%

OECD Tax Morale Framework → Korea Tax Compliance & Voluntary Disclosure

OECD
P(B|A) = 50%agenda
41%

OECD BEPS Action 13 (CbCR) → Korea Country-by-Country Reporting

OECD
P(B|A) = 45%agenda
41%

OECD Common Reporting Standard → Korea AEOI / AXIS Tax Transparency

OECD
P(B|A) = 50%agenda
41%

OECD PISA → Korean Education Reform Waves

OECD
P(B|A) = 35%agenda
40%

OECD CARF → Korean Crypto Asset Taxation

OECD
P(B|A) = 45%agenda
40%

ECEC Integration & OECD Early Childhood Policy

OECD
P(B|A) = 45%agenda
40%

OECD International VAT/GST Guidelines → Korea VAT System

OECD
P(B|A) = 45%agenda
40%

OECD BEPS Action 6 (Treaty Abuse) → Korea Tax Treaty Anti-Abuse Rules

OECD
P(B|A) = 45%agenda
40%

OECD Multilateral Instrument (MLI) → Korea Tax Treaty Network Reform

OECD
P(B|A) = 50%agenda
40%

OECD BEPS Action 14 (MAP) → Korea Mutual Agreement Procedure

OECD
P(B|A) = 45%agenda
40%

UNEP APELL Programme → 환경부 화학사고 예방관리 고시 (ME Chemical Accident Prevention Notice)

OECD
21%

Consumer Product Safety & OECD GlobalRecalls

OECD
21%

ESG Disclosure & Green Finance (Banks)

OECD
P(B|A) = 35%agenda
20%

ESG Disclosure Mandate (ISSB-aligned)

OECD
20%

Nuclear Energy Policy Oscillation

OECD
20%

Media Consolidation / Press Freedom

OECD
20%

Corporate Sustainability Reporting (CSRD-style)

OECD
P(B|A) = 30%agenda
20%

OECD Pillar One (Digital Tax) → Korea

OECD
P(B|A) = 35%agenda
20%

Employment Insurance Expansion & OECD Flexicurity

OECD
P(B|A) = 35%agenda
20%

UN Civil Society Participation ↔ Korea Nonprofit Civil Society Registration

OECD
20%

OECD Civic Space / FATF NPO Standards ↔ Korea Nonprofit & AML Oversight

OECD
P(B|A) = 30%agenda
20%

OECD Long-Term Care Framework → Korea Long-Term Care Insurance

OECD
20%

OECD CRS Automatic Exchange of Tax Info → Korea 국제조세조정법 §36

OECD
P(B|A) = 30%agenda
20%

OECD/G20 Pillar Two Global Minimum Tax → Korea 국제조세조정법 글로벌최저한세

OECD
P(B|A) = 35%agenda
20%

EU DAC6 Mandatory Disclosure Rules → Korea Tax Avoidance Reporting

OECD
P(B|A) = 35%agenda
20%

OECD Biotech Policy → Korea Biotechnology Promotion Act

OECD
20%

EU GDPR Data Subject Rights → 개인정보보호법 시행령 (PIPA Enforcement Decree)

OECD
P(B|A) = 30%agenda
20%

GDPR Art. 33–34 Breach Notification → 개인정보보호법·PIPC 고시 (PIPC Breach Notification Rules)

OECD
P(B|A) = 30%agenda
20%

GDPR Chapter V Cross-Border Data Transfers → 개인정보보호법·PIPC 국외이전 고시 (PIPC Cross-Border Transfer Rules)

OECD
P(B|A) = 30%agenda
20%

OECD Regulatory Policy Framework → 한국 행정규제기본법 (Regulatory Reform System)

OECD
20%

GDPR Art. 35 DPIA → 개인정보보호법·PIPC 영향평가 고시 (PIPC DPIA Guidance)

OECD
P(B|A) = 30%agenda
20%

DEPA (Digital Economy Partnership Agreement) → 데이터기반행정법·전자문서법 (DEPA Accession Alignment)

OECD
P(B|A) = 60%temporal
20%

AI Transparency & Generative AI Labeling

OECD
P(B|A) = 41%category
14%

Green Taxonomy / K-Taxonomy Classification

OECD
P(B|A) = 30%agenda
13%

EU REACH / GHS → Korean K-REACH & Chemicals Control Act

OECD
13%

UN Anti-Corruption Convention (UNCAC) → Korea Conflict-of-Interest Act

OECD
13%

UN Global Plastics Treaty (INC) → Korea Plastic Reduction Policy

OECD
P(B|A) = 25%agenda
13%

CPTPP Chapter 14 (E-Commerce) → 전자문서법·개인정보보호법 (CPTPP Digital Trade Alignment)

OECD
P(B|A) = 30%agenda
13%

OECD Green Budgeting Framework → 한국 녹색예산제도 (Green Budget Tagging)

OECD
P(B|A) = 30%agenda
13%

UN Framework Convention on International Tax Cooperation → 한국 국제조세 협력 체계

OECD
P(B|A) = 25%agenda
13%

OECD DAC ODA Standards → 국제개발협력기본법 (Korea ODA Framework)

OECD
13%

ICRP Radiation Protection → Korea Nuclear Safety Act Dose Limits

OECD
10%

OECD Anti-Bribery Convention → Korea Foreign Bribery Act & Enforcement Gap

OECD
10%

G20/OECD Corporate Governance Principles → Korea Commercial Act & Stewardship Code

OECD
10%

OECD MNE Guidelines / RBC → Korea National Contact Point & Due Diligence

OECD
10%

UN Guiding Principles on Business & Human Rights → Korea NAP

OECD
10%

Semantically Related

Closest patterns by multilingual embedding (e5) — conceptual similarity beyond shared keywords. A computed signal, not a sourced claim.

OECD AI Principles → Korea AI Strategy & Basic Act

AI & Digital

cos 0.94

UNESCO AI Ethics Recommendation → Korea AI Basic Act

AI & Digital

cos 0.94

EU AI Act → Korea AI Framework Act

AI & Digital

cos 0.93

Korea AI Framework Act (2026)

AI & Digital

cos 0.92

EU AI Office & GPAI Governance → Korea National AI Committee

AI & Digital

cos 0.91

AI Transparency & Generative AI Labeling

AI & Digital

cos 0.91
Keywords
OECDAI principlestrustworthy AIAI frameworkAI safety institutehigh-impact AIlarge-scale AIgenerative AIAI ethicstransparencyAI기본법인공지능AI안전연구소국가AI전략위원회OECD AI 원칙고영향 AI생성AI과학기술정보통신부AI윤리AI규제
Score Guide
Confidence — Editorial judgment, now shown as a confidence tier (A–D) based on semantic, temporal, and linkage evidence. Not proof of causation.
Echo Strength — Metadata completeness score. Rewards verified sources, paired links, explicit dates, keyword diversity, and origin tags.
Vocabulary Overlap — Heuristic score measuring shared tokens between global and Korean texts. Reflects loanwords and repeated terms, not meaning across languages.
PATTERN #oecd-ai-1