Channel
Vivi AI stuffs
Practical AI explainers, tools, trends, and experiments produced through the local Shorts pipeline. Renders and uploads stay behind VisualQA, title analysis, provenance, and explicit approval gates.
Shorts
Local render pipeline with post-render QA gates.
News
AI updates and practical experiments, source-backed before release.