# Arcanum Ventures (@ArcanumVentures) on x

- id: koinon:creator:x_arcanumventures
- url: https://koinonlink.com/kol/x/ArcanumVentures
- schema_version: 1.4

## Identity
- platform: x
- handle: ArcanumVentures
- platform_url: https://twitter.com/ArcanumVentures
- website: http://arcanum.ventures
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6839
- following: 947
- posts_total: 5322
- posts_observed: 1
- posts_per_day: 3.027
- account_age_days: 1758
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00029
- best_post_interactions: 2
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Quantum computing advancements, AI market trends and risks, Venture capital and startup news, Energy/EV technology developments, Crypto regulation updates
- bio: ARCANUM is a venture capital #investment fund manager, advisory firm, and tech authority/educator.

Links: https://t.co/Mmt5JDYGqB

## Audience (inferred)
- status: present
- description: Venture capital professionals, tech investors, and emerging tech enthusiasts tracking quantum, AI, and energy innovations
- roles: none
- seniority: decision_maker
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: engagement_observed
- credibility_score: 77
- 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_arcanumventures#0aa79e8e] Shell built an EV that charges 10% to 80% in under 10 minutes on a standard charger. They're an oil company. They have no plans to sell it. They want to sell the fluid inside the battery. Learn more below: https://t.co/vBo20VjWsS https://t.co/NESnC7YfjG (https://twitter.com/ArcanumVentures/status/2072980107988484306)
- [x_arcanumventures#fd6a227c] https://t.co/JVtWaCYZMe
- [x_arcanumventures#b3e5df10] BOOM ROOM Roundup | Quantum Moonshot, Binance EU Ban, AI Bubble Warning, Iran Update https://t.co/yCdZ0JhnD3
- [x_arcanumventures#706b97d8] The DOE just promised a fault-tolerant quantum computer by 2028. 600 to 700 people on Earth specialize in quantum error correction. They need 16,000. Training one takes up to 10 years. Researchers called it one of the most technically ambitious timelines the field has ever faced.

## 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=108, 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=108, 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=108, 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: 108
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- 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_arcanumventures
- Request removal: https://koinonlink.com/claim?k=x_arcanumventures
- Terms: https://koinonlink.com/for-ai