# Escape Velocity (@EV3ventures) on x

- id: koinon:creator:x_ev3ventures
- url: https://koinonlink.com/kol/x/EV3ventures
- schema_version: 1.4

## Identity
- platform: x
- handle: EV3ventures
- platform_url: https://twitter.com/EV3ventures
- website: https://ev3.xyz/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5014
- following: 51
- posts_total: 289
- posts_observed: 9
- posts_per_day: 0.183
- account_age_days: 1581
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00538
- best_post_interactions: 27
- 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: 0.85
- category_source: derived_from_recent_content
- topics: DePIN, Venture funding, zkTLS privacy tech, Network verification, DePIN events and podcasts
- bio: Rocket fuel for networks. @moneromahesh @danconia_crypto. This account will never post original content. This account will never promote a coin.

## Audience (inferred)
- status: present
- description: DePIN founders, crypto VCs and web3 infrastructure investors focused on decentralized networks and funding
- roles: none
- seniority: decision_maker
- pain_points: Raising Series A for DePIN projects, Implementing reliable verification in decentralized systems, Navigating zkTLS and private data portability, Scaling from wireless networks to energy infrastructure
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- 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_ev3ventures#a4c12006] EV3 raises $61.74M Venture Fund II (https://twitter.com/EV3ventures/status/1935064795612434911)
- [x_ev3ventures#387a4b05] 95% of the internet runs on TLS locking data in walled gardens which extract value at the users' expense @OpacityNetwork + zkTLS empowers private data portability, unlocking massive value for new user aligned apps And now, that value accrues natively on @solana with @jito
- [x_ev3ventures#31532809] https://t.co/wnrgroX11g
- [x_ev3ventures#f06d7e71] Special episode of @coverageproved on why DePIN is going to be everywhere Find out more below!
- [x_ev3ventures#69a47942] DePIN Summit | How to Raise Your DePIN Series A @EffortCapital @ani_pai @anjan_vinod https://t.co/eZGnODbwJi
- [x_ev3ventures#23784276] DePIN Summit | Why Verification Matters for DePIN @guywuolletjr @a16z https://t.co/iHZO41Lk7M
- [x_ev3ventures#6cd95d31] @coverageproved @RichhomieconE records with @shayonsengupta at DePIN Summit! Stay tuned- full podcast coming soon🚀 https://t.co/PtUYGa7b2E
- [x_ev3ventures#8e82ab10] DePIN Summit | From Wireless Bits to Wired Watts: the Next Frontier in Reshaping Energy @dylangbane @frahlg @Scott

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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=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=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=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: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 12
- 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_ev3ventures
- Request removal: https://koinonlink.com/claim?k=x_ev3ventures
- Terms: https://koinonlink.com/for-ai