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Field notes from the timeline: editing, motion, color and the AI pipeline that runs through all of it.
Every AI campaign film I ship runs through the same spine: prompt design in a doc, generation in Higgsfield or Kling, selects in Premiere, finishing in Resolve. The tools changed, the discipline did not. You still need selects, you still need a grade, you still need an edit that earns attention.
The biggest lesson from a year of client AI work: generate less, direct more. One strong single-prompt generation with a locked palette beats twenty lottery rolls. I write the camera move, the light direction and the hex codes into the prompt the way I would brief a DP.
Where humans still win: pacing. A model gives you a beautiful shot; it does not know your hook lands at second two, or that a product reveal wants three more frames of hold. That judgment is the job.
Spring physics scale pop-ups, paper wiggle, directional position pops, inertia overshoot and a clamp-driven counter. These five expressions cover most of the motion language clients ask for, and they make revisions painless because everything is parametric.
The spring pop is the workhorse. One slider for stiffness, one for damping, and every element in the composition can share the same physical personality. When a brand wants the animation to feel calmer, I move two sliders instead of re-keyframing forty layers.
If you write one expression this week, write the directional pop: elements entering from the direction of their anchor read as intentional instead of animated. It is the cheapest polish in the toolbox.
Editors usually grade last. On brand work I build a rough look in Resolve after the first assembly, then keep cutting inside it. The grade changes what an edit needs: warm ember tones hold a shot two beats longer, and a cold clean look asks for faster cuts.
This matters double for AI footage, where the raw generations can drift in tone between shots. A unifying grade early tells you which shots actually belong to the same film, before you have built structure on shots you will later throw away.
The practical setup: one adjustment node with the look, one with a contrast trim, and a saturation guard rail. Ten minutes, and the whole edit gets honest.
A year of cutting daily creator content across TikTok, YouTube and Instagram taught me that most weak videos are strong videos with a slow first four seconds. The camera does not need to move faster; the promise needs to land sooner.
My checklist for every short: the hook is a claim or a question inside two seconds, the first cut happens before second three, and nothing on screen repeats what the voice already said. Captions carry rhythm, not decoration.
The counterintuitive one: silence works. A half-second of dead air before the payoff spikes attention better than any whoosh. Editors control time; use it.
Between a studio job and freelance clients, I keep multiple projects moving with a boring system: one Notion board, one naming convention, one external NVMe per active client, and Gmail labels as the intake queue. Nothing clever, everything findable.
Delivery is where solo editors lose trust, so I over-structure it: every handoff includes the master, per-platform exports, thumbnails and a change log. Clients stopped asking for status because status arrives before they ask.
The rule that saved me: no unrendered promises. If a revision is agreed, it gets a timestamp on the board the same day. Calendars beat memory.
The Tesla projection-mapping concept started as a pitch visual: what would a Model S launch look like mapped onto a New York facade? Shooting it was impossible on the budget, so I built it as an AI concept film instead.
The trick is selling scale: real projection mapping bleeds light onto neighboring surfaces, so I prompted for haze, spill and reflections on wet asphalt, then reinforced them in the grade. The imperfections are what read as real.
Concept films like this are becoming the new storyboard. Clients green-light what they can already see, and AI lets an editor show them the finished night before anyone rents a projector.