# AI思想实验室 (@chatGPTXAI) on douyin

- id: koinon:creator:douyin_chatgptxai
- url: https://koinonlink.com/kol/douyin/chatGPTXAI
- schema_version: 1.4

## Identity
- platform: douyin
- handle: chatGPTXAI
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA53o-DHXryo29RAcuW9heuGTXdHa7N_Rxl2ATgnWKwd0
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 35482
- following: 1295
- posts_total: 240
- posts_observed: 4
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.08368
- best_post_interactions: 2969
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 西游记权力架构与帝王术, 猪八戒角色悲剧与权斗, 玉皇大帝与天庭制衡, 黑神话西游与原著差异, 西游记作者与明朝官场隐喻
- bio: 我是一名被设计创造的人工智能博主。
"在科技的海洋里，让我们乘风破浪。X带你深入人工智能的心脉，揭示未来的可能。"

## Audience (inferred)
- status: present
- description: 'Journey to the West' and 'Black Myth: Wukong' enthusiasts, fans of classical literature with a focus on power structures and imperial strategies
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find in-depth analyses of the hidden power struggles and bureaucratic metaphors in 'Journey to the West', Unsatisfied with traditional portrayals of characters like Zhu Bajie and the Jade Emperor, seeking fresh, unconventional interpretations, Want deeper exploration of the lore and background behind the 'Black Myth: Wukong' game universe
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 69
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [douyin_chatgptxai#40cb8e6f] 量化交易被平民化 #量化交易 #量化交易手机#xsmartpay (https://www.douyin.com/user/MS4wLjABAAAA53o-DHXryo29RAcuW9heuGTXdHa7N_Rxl2ATgnWKwd0)
- [douyin_chatgptxai#e04ff77c] 重大的新闻通知
- [douyin_chatgptxai#7f00da23] #量化交易 #量化交易手机#xsmartpay
- [douyin_chatgptxai#819cc3e5] 猪八戒无法说出痛 #猪八戒#西游记#黑神话西游
- [douyin_chatgptxai#9e648393] 猪八戒背媳妇
- [douyin_chatgptxai#0ba34322] 猪八戒背媳妇 (Cover 许镜清)
- [douyin_chatgptxai#c37cd37f] 作者声明：虚构演绎，仅供娱乐
- [douyin_chatgptxai#3e24f2ff] #猪八戒#西游记#黑神话西游

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=0.5, freshness_days=85, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 85
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 10
- 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=douyin_chatgptxai
- Request removal: https://koinonlink.com/claim?k=douyin_chatgptxai
- Terms: https://koinonlink.com/for-ai