# 조현정의AI실험실 (@조현정의AI실험실) on youtube

- id: koinon:creator:youtube_조현정의ai실험실
- url: https://koinonlink.com/kol/youtube/%EC%A1%B0%ED%98%84%EC%A0%95%EC%9D%98AI%EC%8B%A4%ED%97%98%EC%8B%A4
- schema_version: 1.4

## Identity
- platform: youtube
- handle: 조현정의AI실험실
- platform_url: https://www.youtube.com/@조현정의AI실험실
- country: South Korea
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 13600
- posts_observed: 157
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI教育与儿童教学, YouTube自动化与零成本工具, Google Sheets/Forms自动化, iPhone快捷指令与生产力, CES科技展会见闻
- bio: 서울시교육청 AI에듀테크 선도교사 | 『유튜브 AI 비서 고용하기』 (골든래빗) 저자 코딩을 모르던 상태에서 마흔에 AI를 만나 바이브 ...

## Audience (inferred)
- status: present
- description: Korean AI beginners, educators, and YouTube newcomers—primarily teachers, parents, and content creators
- roles: none
- seniority: learner
- pain_points: No coding skills but want to quickly apply AI to teaching and daily life, Looking for free or low-cost YouTube automation and tool solutions, Want to use AI to simplify mundane tasks like creating PPTs, taking notes, setting alarms, Struggling to keep up with new AI products from events like CES without knowing how to filter the noise
- posts_analysed: 22
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_조현정의ai실험실#9330b14b] The Fastest Way to Teach Your Child AI #ChoHyunjung (https://www.youtube.com/@조현정의AI실험실)
- [youtube_조현정의ai실험실#18af4c9a] I built this because I hated writing comments
- [youtube_조현정의ai실험실#50002c7d] Want to get better at AI? #ChoHyunjung #HiringYouTubeAIAssistant
- [youtube_조현정의ai실험실#7ee868de] CES Review by a Seoul National University Class of '25 #ces2026 #ces #choijeonghyun
- [youtube_조현정의ai실험실#12db7dab] 서울대생이 본 CES #ces2026 #ces
- [youtube_조현정의ai실험실#d8104d75] A Seoul National University student discovered something amazing at CES #ces2026 #ces
- [youtube_조현정의ai실험실#5177badb] chance encounter
- [youtube_조현정의ai실험실#b95e07a3] YouTube API key known only to those in the know

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=76, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=75, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=76, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=76, method=platform_profile

## Freshness
- profile_checked_days_ago: 76
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=youtube_%EC%A1%B0%ED%98%84%EC%A0%95%EC%9D%98ai%EC%8B%A4%ED%97%98%EC%8B%A4
- Request removal: https://koinonlink.com/claim?k=youtube_%EC%A1%B0%ED%98%84%EC%A0%95%EC%9D%98ai%EC%8B%A4%ED%97%98%EC%8B%A4
- Terms: https://koinonlink.com/for-ai