Frame interpolation vs native frame rate
Interpolating up to a delivery frame rate fails differently than generating natively there. Where the artifacts land, and why 25 fps changes your retime math.
9 min read
Generate vertical natively, or reframe afterwards
A 9:16 master versus generating wide and cropping down, compared on framing, wasted resolution and credits per ratio delivered. With the threshold rule.
8 min read
One generation with cuts, or three clips stitched
Directing three shots inside one generation versus generating three clips and cutting them, compared on continuity, per-shot control and what a retake costs.
8 min read
The order of finishing passes: clean, then scale
Going straight to 4K amplifies artifacts you could have removed cheaply. The pass order that works, and what each pass can and cannot fix.
9 min read
Continuation Prompting: Feeding a Model Its Own Last Four Seconds
Continuation prompting explained: hand a model the end of an existing clip plus an instruction for what happens next, and extension becomes direction.
7 min read
Keyframe Chaining for Longer Scenes That Hold Their Look
Every video model caps clip length. The technique that holds a look across a longer scene isn't a longer prompt — it's defining frames and chaining the joins.
7 min read
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