Verificate Hybrid-VLM: answers that link back to the clip.
The video deployment of Compile-Time Inference. It starts from the News24:7 live broadcast feed — every frame stamped and indexed as it airs — so an answer about what was on screen comes back in plain English with a link to the exact clip. The model describes the footage; it does not invent it.
The live demo is the signed News24:7 broadcast instance — ask about what aired and every answer links to the clip.
Every frame stamped as it airs
The base layer is the News24:7 live broadcast feed. Each frame is time-stamped and indexed the moment it airs — a running, cited record of what was shown and when.
Your archive writes on top
A newsroom or rights-holder layers its own footage, transcripts and questions over the live base. The combined store is yours.
Answers link to the clip
Ask a question and the answer comes back in plain English with a link to the exact clip. Viewers check the claim by watching — provenance you can click.
Cite, or decline
If the footage supports the claim, it is cited to the frame. If it does not, the system says so. The model narrates; it never invents what was on screen.
Media is where provenance matters most — a claim about what aired should be checkable by watching, not taken on a chatbot's word. Hybrid-VLM shows the Compile-Time Inference law applied to live vision: the store holds what was actually on screen; the model narrates it and cites the frame. This is a demonstration deployment — talk to us about your feed, archive and questions.