# 0xJeff (@0xJeff) on x

- id: koinon:creator:x_0xjeff
- url: https://koinonlink.com/kol/x/0xJeff
- schema_version: 1.4

## Identity
- platform: x
- handle: 0xJeff
- platform_url: https://twitter.com/0xJeff
- website: https://0xjeff.carrd.co/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 80720
- following: 888
- posts_total: 9802
- posts_observed: 29
- posts_per_day: 5.44
- account_age_days: 1802
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01132
- best_post_interactions: 914
- 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: Inference capital markets and IaaS models, Onchain AI ecosystems and DeAI theses, Tokenomics and unit economics, Token-aligned teams and investment insights
- bio: Researcher/Investor - sharing insights from 200+ convos with founders & builders at https://t.co/c7GxaWoasV | Ex-TradFi

## Audience (inferred)
- status: present
- description: Crypto investors, researchers and onchain AI builders focused on DeAI ecosystems and tokenomics
- roles: dev
- seniority: practitioner
- pain_points: Evaluating unit economics and tokenomics across different DeAI projects, Identifying teams with genuine token alignment, Tracking rapid shifts in inference markets and privacy models, Comparing fixed vs dynamic economics in onchain AI protocols
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 98
- authenticity_basis: engagement_observed
- credibility_score: 98
- flagged_for_review: false
- koinon_bd_grade: A — 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_0xjeff#48d2656c] The Shift to Inference Capital Markets is here ​ Inference-as-a-Commodity (IaaC) → Inference-as-a-Service (IaaS) → Private IaaS → Distributed IaaS ​ Privacy + Uncensorship + Distributed/Decentralized + Token-aligned https://t.co/rtjOtTVLbg (https://twitter.com/0xJeff)
- [x_0xjeff#1022dc65] Two Onchain AI ecosystems ​ Same DeAI thesis BUT completely different unit economics ​ AI on Bittensor: Fixed tokenomics, 18%/41%/41%. Bootstrap operation with emission but plague by constant sell pressure. Reflexive TAO/alpha token LP. Hunger game competition drives innovations.
- [x_0xjeff#a4f5a756] Moments like this made me appreciate token-aligned teams even more Based on my past investments, onl

## 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=111, 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=111, 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=111, 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: 111
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_0xjeff
- Request removal: https://koinonlink.com/claim?k=x_0xjeff
- Terms: https://koinonlink.com/for-ai