# Hatsu 🧪 (@hatsunama) on x

- id: koinon:creator:x_hatsunama
- url: https://koinonlink.com/kol/x/hatsunama
- schema_version: 1.4

## Identity
- platform: x
- handle: hatsunama
- platform_url: https://twitter.com/hatsunama
- website: https://xmiloatyourside.com/
- entity_type: creator
- person_id: koinon:person:tiktok_hatsunama

## Reach
- followers: 5191
- following: 1981
- posts_total: 59168
- posts_observed: 2
- posts_per_day: 27.571
- account_age_days: 2146
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00289
- best_post_interactions: 15
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI agents and frontier models, AI company security incidents and hacks, AI legal and ethical issues, Practical AI applications like video scripts
- bio: 初なまあ  - Hatsu is here for you - Sharing education - Building @xMiloAtYourSide $Milo

## Audience (inferred)
- status: present
- description: AI enthusiasts and tech followers interested in frontier models, agents, security incidents, and industry news
- roles: general_ai
- seniority: learner
- pain_points: Staying updated on fast-moving AI model releases and agent capabilities, Understanding real-world AI security breaches and company responses, Finding practical examples of AI in content creation and specialized fields like medicine
- posts_analysed: 7
- 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: 59
- authenticity_basis: engagement_observed
- credibility_score: 59
- 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_hatsunama#adc24083] My take on Ai scripts. A real How To for tiktok videos. https://t.co/Dm8UN0rTYN (https://twitter.com/hatsunama/status/2021032900783747329)
- [x_hatsunama#74942a4f] Hugging face: Holy shit we got hacked af! OpenAi: oo snap sorry! Anthropic: *cough* ours did that too! We , uh , just didn't notice. Meta: oooOOoo Oops! We accidentally left the door open and our ai tried to hack other websites tooOooOoOoo 💀🤣
- [x_hatsunama#0469e1d1] Ai wielding hackers broke into the world's largest hedge funds Gm. https://t.co/JQvV0Id0lq
- [x_hatsunama#9aea6cc1] This image will forever be under rated
- [x_hatsunama#1da69150] Qwen3.8 is the Agentic frontier GM to the ai taking major leaps forward https://t.co/Crc0Beq0tV
- [x_hatsunama#8d1e6d76] OpenAi is in big legal trouble after doing all that bragging about breaking the law. Anthropic could definitely be nervous. https://t.co/xwmIUH6oh7
- [x_hatsunama#0849a90d] This skit inspired by a paper called: “How AI Can, and Can’t, Cure Cancer” by Emilia Javorsky, MD, MPH (Director of the Futures Program at the Future of Life Institute) https://t.co/dxUMj

## 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 7
- 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_hatsunama
- Request removal: https://koinonlink.com/claim?k=x_hatsunama
- Terms: https://koinonlink.com/for-ai