# Movez (@0xMovez) on x

- id: koinon:creator:x_0xmovez
- url: https://koinonlink.com/kol/x/0xMovez
- schema_version: 1.4

## Identity
- platform: x
- handle: 0xMovez
- platform_url: https://twitter.com/0xMovez
- website: https://substack.com/@0xmovez
- entity_type: creator
- person_id: koinon:person:x_0xmovez

## Reach
- followers: 30314
- following: 626
- posts_total: 12156
- posts_observed: 4
- posts_per_day: 6.466
- account_age_days: 1880
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01672
- best_post_interactions: 507
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI agents 构建与工具, AI 研究者观点与趋势, AI 在影视/内容创作中的应用
- bio: Content creator | AI researcher & agentic builder | @zscdao

## Audience (inferred)
- status: present
- description: AI agent builders, researchers, and content creators interested in automation tools
- roles: automation
- seniority: practitioner
- pain_points: The high practical cost and technical barriers to building complex agents, Keeping up with rapidly evolving AI tools and hype-driven information, Reliability challenges in deploying agents for real-world tasks
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 92
- authenticity_basis: engagement_observed
- credibility_score: 92
- 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_0xmovez#bfb08b9f] Anthropic just dropped a 45-minute workshop on how to build agents with Fable 5 for 20% of it cost. "give Fable very difficult tasks - that's when you actually see the value" • 10% → 1:40 - full capabilities of Fable 5 • 30% → 11:13 - how to build evals with Fable • 55% → 13:29 - (https://twitter.com/0xMovez/status/2072668933690126571)
- [x_0xmovez#73c4dd9f] Andrew Ng: "100% of my tasks are now done by AI agents - hype has exceeded my expectations. Loops is next step. in 3-6 months, everyone will be using self-improving loops. No more prompting." In a 30-minute talk, Andrew Ng explains how to build self-improving agentic systems from
- [x_0xmovez#2d9cf4aa] $500,000 SPENT ON A 95-MINUTE AI FILM. NOW IT

## 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=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: 77

## AI retrieval
- indexing_requests: 9
- 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_0xmovez
- Request removal: https://koinonlink.com/claim?k=x_0xmovez
- Terms: https://koinonlink.com/for-ai