# Jeremy Carrasco (@JeremyFindsAI) on youtube

- id: koinon:creator:youtube_jeremyfindsai
- url: https://koinonlink.com/kol/youtube/JeremyFindsAI
- schema_version: 1.3

## Identity
- platform: youtube
- handle: JeremyFindsAI
- platform_url: https://www.youtube.com/@JeremyFindsAI
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_jeremyfindsai

## Reach
- followers: 230000
- posts_observed: 5
- verified: false
- size_tier: kol

## 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: 0.9
- category_source: derived_from_recent_content
- topics: AI视频检测与识别技巧, AI账号与影响者造假, 算法被AI内容操控的问题, AI deepfake与名人/政治滥用, AI生成内容的平台影响与伦理
- bio: Covering how AI, media, and culture interact. Studying how AI media spreads online. Director of Riddance. Posting on TikTok ...

## Audience (inferred)
- status: present
- description: Content creators, platform operators, and tech-savvy users wary of AI-generated content, primarily focused on identifying and mitigating the rise of AI videos
- roles: content, general_ai
- seniority: practitioner
- pain_points: AI-generated videos flood platforms, hijacking recommendation slots and reducing visibility for authentic content, Difficulty in quickly and accurately determining whether a video is AI-made undermines content moderation and trust, AI accounts and deepfakes are being used for ads, scams, or political manipulation, posing risks to platforms and brands, Current detection tools are unreliable, with algorithms easily circumvented by sophisticated AI content
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_jeremyfindsai#9935fb9c] These political influencers are literally actors (https://www.youtube.com/@JeremyFindsAI)
- [youtube_jeremyfindsai#5913390e] These AI wealth tips are intentionally awful
- [youtube_jeremyfindsai#02cd79dc] AI wellness influencers are a problem
- [youtube_jeremyfindsai#88d614f7] This famous dog is AI
- [youtube_jeremyfindsai#75e221e1] AI doesn’t understand film  production
- [youtube_jeremyfindsai#6ed6096f] My video was stolen!
- [youtube_jeremyfindsai#3a524af2] What social media is like now
- [youtube_jeremyfindsai#cfe43c1b] This isn't stop motion, it's AI

## 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=34, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=34, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=34, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=20, 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=0, 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=20, 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=20, method=platform_profile

## Freshness
- profile_checked_days_ago: 20
- content_analysed_days_ago: 0
- audience_updated_days_ago: 34

## AI retrieval
- indexing_requests: 1
- 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_jeremyfindsai
- Request removal: https://koinonlink.com/claim?k=youtube_jeremyfindsai
- Terms: https://koinonlink.com/for-ai