# Charlie Garcia (@charliepgarcia) on x

- id: koinon:creator:x_charliepgarcia
- url: https://koinonlink.com/kol/x/charliepgarcia
- schema_version: 1.4

## Identity
- platform: x
- handle: charliepgarcia
- platform_url: https://twitter.com/charliepgarcia
- website: https://charliepgarcia.substack.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 17297
- following: 1209
- posts_total: 948
- posts_observed: 25
- posts_per_day: 0.174
- account_age_days: 5443
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0115
- best_post_interactions: 199
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: news_media
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 美国历史, 地缘政治, AI硬件, 比特币
- bio: Decorated veteran. Served six Presidents, both parties. Serial entrepreneur. Bestselling author. Run a Bitcoin node. Founded R360 as a Force for Good.

## Audience (inferred)
- status: present
- description: general readers interested in American history, geopolitics, and AI hardware technology
- roles: none
- seniority: consumer
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 89
- authenticity_basis: engagement_observed
- credibility_score: 89
- 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
- [x_charliepgarcia#080c9106] Ask 100 Americans who Samuel Adams was and 97 say a beer. In 1775 Britain pardoned every rebel in Massachusetts. Every rebel but two. His crimes were "too flagitious" to forgive. We put the most wanted man in America on a lager he never even brewed. https://t.co/HJpNmgdrat (https://twitter.com/charliepgarcia)
- [x_charliepgarcia#1b67bcc3] I am going to tell you who won the war with Iran. You are not going to like it. It was not the US. Not Israel. Not Iran. It was one man who was never in the room and never fired a shot. He sat half a world away and waited for the rest of us to get tired. https://t.co/7B3hMQKWwC
- [x_charliepgarcia#a85097d3] There is a machine that costs $7.8M, the most expensive computer we have ever bolted together. Right now, in a data center, it is getting bossed around by a pile of ceramic dandruff. That is not a joke. That is the trade. https://t.co/7O86MIvYMA
- [x_charliepgarcia#e5176ab9] The most expensive AI machine on Earth is bossed around by ceramic dandruff. NVIDIA's $7.8M V

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=110, 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=110, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=110, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 110
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 13
- 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=x_charliepgarcia
- Request removal: https://koinonlink.com/claim?k=x_charliepgarcia
- Terms: https://koinonlink.com/for-ai