An AI Video Artifact Review Checklist for a Publishable Edit
A polished thumbnail can conceal a poor clip. Quality review must cover motion, meaning and the final viewing conditions, not just a still frame. This original checklist is intended for illustrative AI video in a small creative project. It does not certify a model or establish a universal quality score. Review against the actual brief, record concrete issues, and choose whether to replace, re-edit or discard material before it reaches an audience.

Photo: Kenneth Surillo · License. Illustrative stock photography.
Start with meaning and truthful presentation
Read the title, narration and intended caption before inspecting visual defects. Ask what a reasonable viewer could believe the clip demonstrates. An invented workshop cannot prove that a product was handmade there; a synthetic person cannot supply a genuine customer testimonial. Even an artifact-free image may be unsuitable if the surrounding message misrepresents it. Identify any details that must remain factual or exact, then mark those as release requirements. This helps prioritize meaningful errors instead of spending the entire review on decorative imperfections.
Watch once at ordinary playback speed
View the full sequence without pausing, at the size and orientation expected for publication. Note where your attention is pulled away from the story. Look for a sudden camera jump, changing object scale, an awkward cut or motion that accelerates unexpectedly. Include the first and last frames, because exports often reveal a distracting opening flash or unfinished movement. Do not make a final decision from the generator preview alone. The edited export, with its actual text and audio, is the object the audience will receive.
Inspect interactions and structural details
Pause around contact between hands and objects, feet and floors, clothing and bodies. Check whether a handle remains attached, fingers preserve a plausible shape and objects retain their volume while turning. Look at reflections and shadows when they affect the viewer's understanding of the scene. In the fictional example, a cup sliding through a hand is a substantial failure even if the background looks attractive. Record the timecode and affected action so the next edit addresses the problem instead of applying a general sharpening effect.
Check continuity across time and cuts
Compare repeated features within a shot and between adjacent shots. Garment seams, accessories, surface markings and light direction should behave consistently when they are important to the scene. Review any transition where an object disappears or reappears. A cut may legitimately skip time, but the sequence should make that editorial intention understandable. Do not assume a crossfade repairs incompatible geometry; it can make the mismatch more visible. If the story works better with a still insert or recorded detail, choose that simpler solution and document the substitution.
Review text, branding and informational graphics
Inspect every readable word and symbol in the image. Unintended lettering can resemble a brand, a warning or a factual claim. Generated charts and numbers should not be treated as verified data. Add essential text using ordinary editorial graphics where it can be checked and corrected independently. Confirm that subtitles do not cover the action and that labels remain readable on a small screen. Review frames near the edges after cropping, because a partially visible sign may acquire a different meaning when the rest of the context disappears.
Record severity and choose a repair route
Use simple categories tied to the brief: release blocker, distracting issue or acceptable variation. A release blocker changes meaning, identity, permission status or an essential visual fact. A distracting issue undermines clarity but may be solved by a shorter selection or a different shot. An acceptable variation does not conflict with the agreed purpose. Keep the observation separate from the proposed repair. For example, object handle changes at the turn is the finding; replace with recorded insert is the action. This separation prevents a preference from being mistaken for evidence.
Verify the repair in the final export
After making changes, replay the affected section in context and then watch the complete exported file. A shorter selection can create a new abrupt transition, while a replacement can alter the audio timing. Confirm the final filename and revision before anyone publishes it. Store unresolved limitations in a handoff note and check applicable synthetic-media disclosures for the destination. An approval should identify the intended use and reviewed version. It should not imply that the material is accurate for every future caption, crop or commercial context.
Your working checklist
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Put it into practice
- Review meaning before visual polish, then watch the full export at normal speed.
- Inspect contacts, structural details, text and continuity around movement.
- Log each issue with a timecode, severity and a proposed action.
- Review repairs in context and approve a specific final revision.
Before you finish
- The surrounding message is truthful.
- Motion and contact are inspected.
- Typography and numbers are verified.
- Repairs do not create new timing problems.
- Approval refers to a named export.
Common questions
Is a beautiful first frame enough?
No. Identity, geometry and motion can change later. Review the complete exported clip under its intended viewing conditions.
Should every small variation be rejected?
Judge against the brief. Some variation is harmless in an abstract mood piece, while exact details may be essential in instructional or product content.
Can editing make synthetic footage documentary evidence?
No. Editing can improve clarity but cannot turn an invented event or performance into proof that it occurred.