# Taylor Lorenz (@TaylorLorenz) on youtube

- id: koinon:creator:youtube_taylorlorenz
- url: https://koinonlink.com/kol/youtube/TaylorLorenz
- schema_version: 1.4

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

## Reach
- followers: 281000
- posts_observed: 1
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI risks and hype cycles, Data centers and environmental impact, Free speech vs censorship online, Tech surveillance and government oversight, Crypto, prediction markets, and disinformation, Big tech accountability
- bio: Tech journalist Taylor Lorenz explores technology, politics, online culture, Silicon Valley, influencers, and the creator economy's ...

## Audience (inferred)
- status: present
- description: Tech news consumers and online culture followers interested in critical takes on AI, surveillance, free speech, and big tech
- roles: general_ai
- seniority: consumer
- pain_points: AI hype causing job insecurity and societal harm, Environmental costs of data centers and AI infrastructure, Erosion of free speech and increasing online surveillance, Big tech and financial platforms acting against users
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- 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: 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
- [youtube_taylorlorenz#a463a7f9] There’s a big pro-AI data center party happening next month in Washington D.C. (https://www.youtube.com/@TaylorLorenz)
- [youtube_taylorlorenz#5ee169f3] Ppl are going into their previous job descriptions on Linkedin and adding "A.I." and removing "DEI”
- [youtube_taylorlorenz#a29b175d] We need politicians who understand technology and AI
- [youtube_taylorlorenz#1232bc8f] ChatGPT can now send and read text messages for you
- [youtube_taylorlorenz#d3b715e6] Crypto Bros Are Paying Poor People To Humiliate Themselves
- [youtube_taylorlorenz#75943789] Meme Coins Are Making People Do Anything For Money...
- [youtube_taylorlorenz#3ea1952c] People Are Getting Paid To Spread Disinformation...
- [youtube_taylorlorenz#7de0abcd] Child Safety Laws Aren't About Children

## 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=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=53, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## 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=youtube_taylorlorenz
- Request removal: https://koinonlink.com/claim?k=youtube_taylorlorenz
- Terms: https://koinonlink.com/for-ai