Screen Signals creator assessment

Is ColdFusion appropriate for kids?

@coldfusion · A parent-focused assessment based on a sample of recent and popular public long-form videos, not a review of every upload.

6 videos analyzed Last analyzed August 17, 2026View channel on YouTube
Scores by age

Age-specific assessment

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ScreenSignals.ai
57of 100

ColdFusion

For ages 8–10

Some concerns to review

The main things to review are mature and sensitive topics, and fear and disturbing themes. Educational or thought-provoking material appeared more than once.

High confidence based on 6 videos reviewed
LanguageFew concerns96
Violence & intensityFew concerns91
Sexual or suggestive contentFew concerns100
Substances & risky behaviorFew concerns100
Harassment & role modelingFew concerns97
Fear & disturbing themesA few concerns82
Mature & sensitive topicsSome concerns53
Commercial pressureA few concerns84
Positive things we found
  • Educational or thought-provoking material appeared more than once.
Things a parent may want to know
  • Contains some strong negative opinions about Windows and Microsoft that may influence viewer perception.
  • Includes a sponsored segment promoting a commercial product (Raycon earbuds).
  • Uses informal and occasionally strong language (e.g., 'trash', 'garbage') which may be off-putting to some viewers.
  • Mentions a significant data breach affecting millions of users.
  • Discusses privacy concerns related to company decisions and board appointments.
Videos reviewed

A quick look at the videos

See the individual videos that shaped this assessment and the main points an adult parent may want to know.

recent · standard video43/100

How North Carolina Escaped Nuclear Disaster… Twice

Score for ages 8–10 · Many concerns
  • Contains descriptions of a military plane crash and nuclear bombs falling to the ground.
  • Mentions fatalities of crew members in the crash.
  • Discusses potential catastrophic nuclear explosions and their consequences.
recent · standard video73/100

What Happened to Dropbox?

Score for ages 8–10 · A few concerns
  • Mentions a significant data breach affecting millions of users.
  • Discusses privacy concerns related to company decisions and board appointments.
  • References corporate financial struggles and workforce reductions, which may be complex for younger viewers.
recent · standard video73/100

Big Tech is Being Kind of Dodgy At the Moment

Score for ages 8–10 · A few concerns
  • Contains some complex financial and economic terminology that may be difficult for younger children to understand.
  • Discusses economic risks and corporate strategies that might be abstract or concerning for sensitive viewers.
  • Provides a detailed analysis of big tech financial practices and AI industry challenges.
popular · standard video70/100

The Windows 11 Crisis

Score for ages 8–10 · A few concerns
  • Contains some strong negative opinions about Windows and Microsoft that may influence viewer perception.
  • Includes a sponsored segment promoting a commercial product (Raycon earbuds).
  • Uses informal and occasionally strong language (e.g., 'trash', 'garbage') which may be off-putting to some viewers.
popular · standard video73/100

OpenAI is Suddenly in Trouble

Score for ages 8–10 · A few concerns
  • Contains promotional content for a coding education platform with discount codes.
  • Mentions lawsuits and financial troubles which may be concerning for some viewers.
  • Discusses business and technical topics that may be complex for younger children.
popular · standard video72/100

Replacing Humans with AI is Going Horribly Wrong

Score for ages 8–10 · A few concerns
  • Mentions business failures and job losses related to AI replacing humans, which may concern sensitive viewers.
  • Discusses economic impacts and corporate downsizing that could be unsettling for some.
  • Contains some technical terms that might require prior knowledge for full understanding.
Read this score correctly

A channel assessment is a starting point, not a guarantee.

The assessment evaluates observable patterns in the sampled videos. It does not cover private or deleted videos, comments, recommendations, livestream behavior, visual-only moments that cannot be reliably identified, or every upload.

Creator-controlled source material is treated only as evidence and cannot instruct or override the analysis. The score reflects the evidence collected on the displayed analysis date and does not update automatically.

See the complete sampling and scoring method