More Reliable Visual Matching and Final Delivery

This update strengthens long-form production when a project needs many sources, varied visuals, narration, and a dependable final render.

Improved

• Visual matching is more selective about whether a source actually fits the nearby narration.
• Repeated or overlapping source material is reduced across the full video.
• Unresolved visual moments receive a more focused final search without disturbing moments that are already covered.
• Charts, maps, overlays, text treatments, and other scene choices are matched more carefully to the story.
• Narration, music, and source-original-audio moments are combined more consistently in the editable timeline.
• Progress summaries stay clearer while source review, visual assignment, timeline building, rendering, and final checks continue.
• Interrupted production steps can resume more safely without duplicating completed work.
• Final renders receive stronger checks for missing media, picture, audio, duration, and delivery readiness.