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How to describe a video with AI: beyond a summary

“Someone opens headphones” tells you the topic. A useful video description tells you what changes, when it changes, and what belongs to the edit.

Updated

Case evidence: Read the source breakdown report · View case frames and shot timings

Based on a published tool report. Production classifications are analytical judgments; suggested steps are not the original project or a verified recreation.

Choose the description you need

For a synopsis, capture the main subject and story. For a production plan, describe each shot with timestamps and layers. For accessibility, describe relevant visual information without inventing feelings or intentions. These outputs serve different readers; one paragraph should not be expected to do all three jobs.

Replace adjectives with observable changes

Instead of “a cinematic product reveal,” name the framing, hand movement and background. In the unboxing report, shot 11 spans 00:22.900–00:23.567. The written description shows hands holding a headphone box while the right hand rubs a yellow sponge along its edge. The shot table describes a static camera with a moving subject. Those details guide a remake more directly than “cinematic.”

Keep interpretation separate from observation

The same report classifies shot 11 as AI-generated with 53% confidence. That is a tentative tool judgment, not proof. Keep “hands move while the background stays still” in the observation field and “possibly image-to-video” in a separate hypothesis field. A production recommendation can remain useful even when the source technique is unknown.

Check sound and text independently

Review the audio rather than guessing it from frames. Transcribe readable captions, record their timing and mark unclear words. If the analysis cannot hear the audio or read small text, say so. The final report should make missing evidence visible instead of filling it with plausible details.

A reusable analysis template

Timecode:
Observed subject and action:
Framing / camera movement:
Visible text and timing:
Audible speech / music / effects:
Interpretation and confidence:
Evidence still needed:

Practice with a real report

Read shot 11 and compare its shot-table label with the detailed evidence. Keep both in your notes without treating the label as a fact.

Open the case and download its report →

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