# 西米AI学长 (@76460544498) on douyin

- id: koinon:creator:douyin_76460544498
- url: https://koinonlink.com/kol/douyin/76460544498
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 76460544498
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAY8FSIbmZEOJjokwH0w8PfY68DnSUXT_Wp9Q0mUc-HqAzlXvIu12peHdbh2XC3ZC2
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 89341
- following: 129
- posts_total: 13
- posts_observed: 3
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00234
- best_post_interactions: 209
- 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: software
- subcategory: ai_tools
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: AI工具推荐与教程, AIGC视频生成技巧, 国产人形机器人动态, DeepSeek实操与应用, AI对职场/个人的影响
- bio: 🌞我是西米，AI爱好者 | AIGC玩家
🌙分享AI前沿动态、AI工具推荐、AI使用技巧
⭐️一起学习交流AI，不被时代淘汰！
😇点赞👍关注，带你发现AI的无限潜力！

## Audience (inferred)
- status: present
- description: AI enthusiasts and AIGC content creators, mainly ordinary users and junior practitioners looking to learn practical AI tools, generate videos, and stay updated on robotics advancements
- roles: general_ai
- seniority: learner
- pain_points: struggling to find free and open-source AI tools and video generation solutions, not knowing how to use prompts or tools effectively to quickly create AI-generated short videos/content, fear of being replaced by AI and needing to learn practical skills to stay competitive, wanting to stay on top of the latest developments in domestic humanoid robots but finding information scattered and hard to track
- posts_analysed: 16
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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_76460544498#9f9ab4a7] 偷偷告诉你！大神们都在用的下载神器！支持全网热门网站！这波羊毛不薅亏大了！#AI#AIGC#AI工具#视频下载 / @西米AI学长创作的原声 / AI抠图神器，开源免费，只需提交需要处理的图像，便可瞬间移除背景！#AI#AIGC#ai视频 (https://www.douyin.com/user/MS4wLjABAAAAY8FSIbmZEOJjokwH0w8PfY68DnSUXT_Wp9Q0mUc-HqAzlXvIu12peHdbh2XC3ZC2)
- [douyin_76460544498#f5ac3f42] #人工智能 / 作者声明：内容由 AI 生成 / AI短剧《我和父亲》#AI#AIGC#AI视频#人工智能#AI辅助生成 / 颠覆级神器登场！普通笔记本竟能无限生成4K大片？关键是开源免费！#framepack#AIGC#AI视频#人工智能 / 你敢想象吗！仅靠一段提示词，AI居然能生成1分钟时长的视频了#AI#AI视频#科技#大数据推荐给有需要的人 / 震惊！放眼全球还有谁？哈哈哈。众擎机器人跳斧头帮舞炸裂全网#众擎机器人#机器人#AI#人形机器人#国产机器人

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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: 84

## AI retrieval
- indexing_requests: 9
- 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_76460544498
- Request removal: https://koinonlink.com/claim?k=douyin_76460544498
- Terms: https://koinonlink.com/for-ai