Multi-model production journal

Notes for creators comparing more than demos.

Practical articles about model routing, credits, retries, approved seconds, transformations, rights, and responsible AI image and video production.

01
August 22, 2026 · 7 min read

The 2026 Multi-Model Video Cost Checklist

A practical worksheet for comparing AI video models by approved seconds instead of headline generation prices.

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02
August 22, 2026 · 6 min read

How to Review an AI Video Edit Before It Replaces the Original

A frame-level approval workflow for video swap, motion control, extension, lip sync, and conversational edits.

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