# ĐΛRKHØRSΞ™ (@Dark_horse) on x

- id: koinon:creator:x_dark_horse
- url: https://koinonlink.com/kol/x/Dark_horse
- schema_version: 1.4

## Identity
- platform: x
- handle: Dark_horse
- platform_url: https://twitter.com/Dark_horse
- website: https://linktr.ee/darkhorsednme
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11617
- following: 1739
- posts_total: 25707
- posts_observed: 11
- posts_per_day: 18.015
- account_age_days: 1427
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00121
- best_post_interactions: 14
- 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: finance
- subcategory: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: XRP and ADA/Cardano comparisons, NFT market issues and AI involvement, Crypto founder accountability, Blockchain research and legislation
- bio: -Crypto Researcher- /Finance/CBDC's/DLT's/Crypto legislation/
Check out the link tree for the latest reads and crypto info links

## Audience (inferred)
- status: present
- description: Crypto investors and enthusiasts focused on XRP, ADA/Cardano, NFTs, and blockchain regulation
- roles: none
- seniority: consumer
- pain_points: Projects like ADA over-promising and under-delivering with endless testing, Market manipulation such as AI-driven wash trading in NFTs, Lack of clear delivery and accountability from crypto founders, Uncertainty around crypto legislation and real-world adoption
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 80
- authenticity_basis: engagement_observed
- credibility_score: 80
- 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_dark_horse#e2ea44d0] 🤣🤣🤣 you literally have AI agents wash trading NFTs that allowed Tony to buy a robot dog.. let that sink in for a minute.. AIs are using you already in the NFT space 🤣🤣🤣🤣🤣🤣🤣🤣 omg best interview ive watched all week (https://twitter.com/Dark_horse/status/2067957342876975114)
- [x_dark_horse#05113dea] 😋😋😋 its on my christmas wish list if any XRP hodler wishes to donate me a copy would be grateful.
- [x_dark_horse#ca7ddd4f] 🙄🙄🙄 @IOHK_Charles Stop it! Everyone sees this.. https://t.co/NOJye3Q5hY
- [x_dark_horse#a8168b77] 🤔🤔🤔 I have 0 sympathy for @IOHK_Charles he promised so much for ADA it didnt deliver, everything is always being tested, he complained about XRP then wanted to become the communities best friend he tried to act like @JoelKatz but lets face it he is not. He told the ADA communi

## 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=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=77, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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_dark_horse
- Request removal: https://koinonlink.com/claim?k=x_dark_horse
- Terms: https://koinonlink.com/for-ai