# 艾克ai分享 (@easyai101) on douyin

- id: koinon:creator:douyin_easyai101
- url: https://koinonlink.com/kol/douyin/easyai101
- schema_version: 1.4

## Identity
- platform: douyin
- handle: easyai101
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAWE1WbVCh480oBsLc4NhX4wkkKWqHNsI9wNP82e-CuFU
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 82565
- following: 63
- posts_total: 431
- posts_observed: 4
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 1.61307
- best_post_interactions: 133183
- 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: 0.98
- category_source: derived_from_recent_content
- topics: AI编程与vibecoding, 智能体/Agent开发与企业应用, 国产大模型对比实测, 开源模型与工具推荐, 机器人与具身智能
- bio: 🔹 AI科技博主 | 10年+互联网产品&技术经验
🔹 聚焦最有价值的AI科技产品、效率工具和行业动态
🔹 关注我，一起探索AI前沿动态，解锁科技新机遇！
合作v：echoaigc（备注来意）

## Audience (inferred)
- status: present
- description: AI developers and tech practitioners looking to build products with large models/Agents, mainly programmers, indie developers, and tech product leads
- roles: dev
- seniority: practitioner
- pain_points: Unreliable performance of domestic models in real-world coding and long-running tasks, Difficulty in transitioning Agents from demo to enterprise production environments, Need to quickly identify trustworthy AI tools and open-source projects, Keeping up with Claude alternatives and cost-effective model iterations
- posts_analysed: 100
- confidence: 0.9

## 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: 70
- authenticity_basis: engagement_observed
- credibility_score: 74
- 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_easyai101#f232d3d8] 人人都能如何轻松做爆款。 支持一键音画同出的国产视频模型来了！ (https://www.douyin.com/user/MS4wLjABAAAAWE1WbVCh480oBsLc4NhX4wkkKWqHNsI9wNP82e-CuFU)
- [douyin_easyai101#94f460b8] #人工智能 #AI新星计划 #火山引擎force原动力大会 #豆包大模型 #AI视频 / @艾克ai分享创作的原声 / 作者声明：内容由 AI 生成 / 只分享科技干货、AI产品和好用工具 / 这么有趣的合集，不能只有我一个人知道吧 / 这么有趣的短剧，不能只有我一个人知道吧 / 支持一键音画同出的国产视频模型来了！
- [douyin_easyai101#1cc6a92e] #人工智能 #AI新星计划 #火山引擎force原动力大会 #豆包大模型 #AI视频 / 你们一定要小心头上长摄像头的人！ #人工智能 #科技 #智能眼镜 #科技改变生活 #AI眼镜

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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_easyai101
- Request removal: https://koinonlink.com/claim?k=douyin_easyai101
- Terms: https://koinonlink.com/for-ai