shorts-safety

To screen YouTube Shorts scripts for defamation and political content, process narration transcripts through automated keyword matching and contextual AI analysis. The system evaluates political context, real-name mentions, and defamation risk under Korean law, outputting a structured safety report with matched keywords, detected names, and risk flags.

Safety screening for YouTube Shorts is the process of identifying political content, real-name mentions, and defamation risk in video scripts. It detects real names by applying contextual AI judgments to narration transcripts, flagging mentions of public figures for reviewer evaluation before publishing.

Yes, you can use automated moderation to flag political keywords in Shorts narration transcripts. The system loads keyword lists from a JSON reference file to guide analysis, matching transcript text against political keywords and generating a structured safety report with flagged items and contextual explanations.

Yes, YouTube Shorts content safety screening evaluates defamation risk under Korean law. The system analyzes script transcripts for real-name mentions and political context, applying Korean legal standards to assess defamation risk and providing flags with detailed explanations while keeping human review as the final decision.

The limitation of automated safety screening for YouTube Shorts is that it serves as a flagging mechanism rather than a final authority. While it detects political keywords, real names, and defamation risk, the system explicitly keeps user review as the final decision-making step, meaning human judgment remains required before publishing.