Fixing a bad hand in video, not a still
A still-image inpaint does not fix a moving hand. Three video options: masked inpaint, a short segment retake, or reframing the hand out of shot.
Versely Blog
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A still-image inpaint does not fix a moving hand. Three video options: masked inpaint, a short segment retake, or reframing the hand out of shot.
Fused fingers are a small-region problem, not a whole-image one. A masked inpaint loop that lands in two or three tries, plus the depth-guided fallback.
Evenly spaced small drops mean your transitions are working as exits. The bridge pattern that carries a question across the seam, and how to measure the fix.
The discovery flight is the entire funnel, and your certificate limits what you may advertise. Cockpit-POV explainers plus the charter line you cannot cross.
Pours, flame and volumetric smoke fail in three different ways. How to rank them, and a rule for what to generate, what to composite, and what to cut.
FLUX 3 debuted at #2 on Arena's text-to-video board on roughly 1,300 votes out of 616,845. Why a debut rank is provisional, and when to re-test a new entrant.
Black Forest Labs trained FLUX 3 jointly on image, video and audio with 20s synced sound. Which Flux still-image workflows should absorb it, and which won't.
24mm, 85mm, macro and anamorphic shift field of view and depth of field, not just mood. Which lens words are load-bearing and which are decoration.
Feet skate because ground contact is never specified. Prompt phrasing for footfall, weight and surface, plus the shot sizes where walking actually holds up.
Named assets, reference stacking, style references and fine-tunes side by side — what each locks, what it costs to set up, and its specific failure signature.
Establishing, medium, insert and reverse turn a pile of clips into a place. The coverage set, and how to write four prompts that agree with each other.
Frame interpolation invents frames between real ones. Native frame rate computes each moment. A 60 fps label can be either. Contact and occlusion break it.
If a figure is not in Item 19 it cannot appear on camera, including implied ones. A numbers-free day-in-the-life structure that still converts candidates.
The three-stage funnel tooling creators run: a free model you publish for reach, a paid pack for buyers, a recurring tier for drops, and what belongs where.
The one vertical where slow, static, unscored video outperforms. A pre-need explainer structure, price-disclosure discipline, and imagery never to generate.
Swap a new door or window onto the customer's own house photo, animate it, and label the render — plus the rating basis an efficiency claim actually needs.
Printed graphics, stripes and logos are the first thing a video model reinvents frame to frame. Mask that region and inpaint it instead of rerolling the shot.
A 9:16 master versus generating wide and cropping down, compared on framing, wasted resolution and credits per ratio delivered. With the threshold rule.
Hooks bolted onto a finished video are an afterthought. Produce the pack first, pick a winner, and let the strongest opening drive the edit.
External links in the post body get suppressed. Four routing patterns that keep the post clean, and a two-week test that shows which one moves traffic.
Clients happy to run generated work often refuse to be named for it. Negotiate case-study permission at signature, not after delivery.
Getty dropped its training and output claims mid-trial and won only a narrow trade mark point. UK training legality was never ruled on.
Set the brand kit once and Claude Code, Cursor or Codex generate on-brand without a briefing. How the fields merge, how to read them back, and how to clear one.
Long-form holds when each block has a named job, starting with a first minute that confirms the thumbnail. Fill this block sheet before you script.