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

Choose an age range.

57of 100
For ages 8–10

Moderate observed concern in the sample

ColdFusion scores 57 out of 100 for ages 8-10. The sampled videos produced a mixed score using the ages 8-10 rubric, with findings a parent may want to examine. The most notable observed areas were mature & sensitive topics and fear & disturbing themes. A positive pattern was educational or thought-provoking material appears in multiple sampled videos.

high confidence from the available video sample
LanguageLow observed concern96
Violence & intensityLow observed concern91
Sexual or suggestive contentLow observed concern100
Substances & risky behaviorLow observed concern100
Harassment & role modelingLow observed concern97
Fear & disturbing themesMild observed concern82
Mature & sensitive topicsModerate observed concern53
Commercial pressureMild observed concern84
Positive patterns in the sample
  • Educational or thought-provoking material appears in multiple sampled videos.
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 sample

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 · High observed concern in the sample
  • 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 · Mild observed concern in the sample
  • 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 · Mild observed concern in the sample
  • 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 · Mild observed concern in the sample
  • 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 · Mild observed concern in the sample
  • 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 · Mild observed concern in the sample
  • 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. Pages are refreshed and may be unpublished when evidence becomes stale or unreliable.

See the complete sampling and scoring method