# Мария | Новости из мира ИИ (@okeyaiexpert) on tiktok

- id: koinon:creator:tiktok_okeyaiexpert
- url: https://koinonlink.com/kol/tiktok/okeyaiexpert
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: okeyaiexpert
- platform_url: https://www.tiktok.com/@okeyaiexpert
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6936
- following: 13
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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 and multi-agent systems, New models and tools (Claude, Kimi, Gemini, Minimax), Prompt engineering and secret techniques, Open-source GitHub repos and free APIs, AI automation workflows and robotics applications
- bio: 💡Либо ты используешь ИИ, либо он заменит тебя
🧑‍💻Бренд менеджер O-Key
✉️Пиши комментарии «ОКЕЙ» и забирай подборку из 150 AI-инструментов

## Audience (inferred)
- status: present
- description: Russian-speaking AI enthusiasts and practitioners seeking practical tools, agents, and updates to integrate AI into daily work or learning
- roles: general_ai
- seniority: practitioner
- pain_points: Finding accessible free or low-cost AI tools amid rapid model releases, Keeping up with new AI agents, prompts, and GitHub projects without missing key updates, Building effective workflows and automations using tools like Claude or N8N, Evaluating real capabilities and limitations of new models before investing time
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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
- [tiktok_okeyaiexpert#d4ae1373] Сохрани видео, чтобы не потерять название нейронки и отправляй другу программисту. KimiK 2.5 Agent Swarm запускает до 100 ИИ-агентов параллельно на одну задачу и уже выглядит как новый open-source инструмент против дорогих ассистентов OpenAI. Китайский ИИ-сервис ускоряет ресерч,  (https://www.tiktok.com/@okeyaiexpert)
- [tiktok_okeyaiexpert#b47f3367] original sound - okeyaiexpert
- [tiktok_okeyaiexpert#355b053e] It is a becoming a big trend on TikTok now! Click here: kimik25
- [tiktok_okeyaiexpert#1ad63ca6] Check out Мария | Новости из мира ИИ’s video! #TikTok >
- [tiktok_okeyaiexpert#1bd603b8] Напишите «free» в комментариях — отправлю ссылки. AI-инструменты вроде Minimax, Hailuo, Tencent и LumaLabs позволяют создавать видео из текста и изображений без платных платформ. #aitools #aivideo #контент #ии #трен

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, 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=0.25, freshness_days=56, 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: 56
- audience_updated_days_ago: 56

## 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=tiktok_okeyaiexpert
- Request removal: https://koinonlink.com/claim?k=tiktok_okeyaiexpert
- Terms: https://koinonlink.com/for-ai