# Academic AI Prime (@AcademicAI-Prime) on youtube

- id: koinon:creator:youtube_academicai-prime
- url: https://koinonlink.com/kol/youtube/AcademicAI-Prime
- schema_version: 1.4

## Identity
- platform: youtube
- handle: AcademicAI-Prime
- platform_url: https://www.youtube.com/@AcademicAI-Prime
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1410
- 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: OpenAI for-profit transition, Deepseek AI vs model Barat, AGI ancaman dan peluang, Investasi dan pasar AI, AI untuk produktivitas bisnis
- bio: Panduan AI: Dasar hingga lanjutan. AI untuk Bisnis: Tingkatkan produktivitas & inovasi. Update AI: Perkembangan terbaru ...

## Audience (inferred)
- status: present
- description: Pengguna berbahasa Indonesia yang mengikuti berita dan perkembangan AI terkini, terutama OpenAI, Deepseek, serta implikasi bisnis dan AGI
- roles: general_ai
- seniority: learner
- pain_points: Sulit mengikuti update AI yang sangat cepat, Membedakan antara hype dan dampak nyata AI bagi bisnis, Memahami risiko monopoli atau regulasi AI, Menilai apakah AI mengancam atau membuka peluang pekerjaan
- posts_analysed: 17
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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
- [youtube_academicai-prime#62a1813a] Gak Perlu Kamera! Ini Cara Google Bikin Film Cuma Pakai AI 😳 (https://www.youtube.com/@AcademicAI-Prime)
- [youtube_academicai-prime#fcd86268] Kamu Takut AI? Maka Kamu Sudah Kalah.
- [youtube_academicai-prime#8b341283] 🚀 Deep Research OpenAI: AI Bisa Riset Otomatis!
- [youtube_academicai-prime#e5aa9b57] Ledakan Investasi AI: Masa Depan Ekonomi?
- [youtube_academicai-prime#c415b8a2] AI  Alat Pemberdayaan atau Alat Monopoli?😱
- [youtube_academicai-prime#6c839e9e] OpenAI Beralih ke For Profit: Apakah Ini Membahayakan Aksesibilitas dan Transparansi? 🤔
- [youtube_academicai-prime#d1a696a4] OpenAI dan Teknologi Generatif: Mengambil Alih 43% Pasar AI pada 2030! 🚀
- [youtube_academicai-prime#0333a457] Shock! OpenAI Dituduh Berkhianat, Ini Reaksi Publik yang Mengejutkan!

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=97, 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=84, 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=97, 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=97, method=platform_profile

## Freshness
- profile_checked_days_ago: 97
- content_analysed_days_ago: 84
- audience_updated_days_ago: 76

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