# ColdFusion (@ColdFusion) on youtube

- id: koinon:creator:youtube_coldfusion
- url: https://koinonlink.com/kol/youtube/ColdFusion
- schema_version: 1.4

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

## Reach
- followers: 5230000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Tech company failures and disasters, History of hardware and computing innovations, AI origins, impacts and controversies, Tech product scams and risky systems
- bio: Hi, my name is Dagogo Altraide and I create and narrate all the videos on here. This channel aims to let you experience the ...

## Audience (inferred)
- status: present
- description: Tech-curious general audience interested in technology history, company failures, AI developments and innovation stories
- roles: consumer
- seniority: consumer
- pain_points: Falling for tech product scams or overhyped cheap gadgets, Uncertainty about how AI is disrupting creative work like music, Difficulty understanding the real history and risks behind big tech companies and products
- posts_analysed: 9
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — 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_coldfusion#3f416fc4] Microsoft’s $1 Billion Phone Disaster (https://www.youtube.com/@ColdFusion)
- [youtube_coldfusion#ce6d3bd7] How Selling A Smartphone For $4 Unsurprisingly Was a Scam
- [youtube_coldfusion#0126ca4c] How Motorola Made The First Modern CPU
- [youtube_coldfusion#ae7d5940] The Origins of DeepSeek
- [youtube_coldfusion#ea3fe5e7] Australia’s Banking System is Risky
- [youtube_coldfusion#bdd161d3] Music is being stolen by AI
- [youtube_coldfusion#bbb930cc] statement
- [youtube_coldfusion#f80f79da] Artificial Heart

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=55, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 14
- 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_coldfusion
- Request removal: https://koinonlink.com/claim?k=youtube_coldfusion
- Terms: https://koinonlink.com/for-ai