AI VFX

Image-to-video animates one uploaded image as the literal first frame of the clip — high fidelity to that frame, but no context beyond it. Reference-to-video…

You maintain consistent lighting across AI video shots by locking lighting references into persistent agent context and reusing them on every generation: 1.…

Consistent POV shots come from giving the model anchors instead of more prompt text. The methods that work: 1. Mock shot — act the POV out and film it on you…

Don't attach an animated or illustrated reference directly to your video prompt. Instead, have the AI read the colour palette and texture qualities of the re…

Prompt psychedelic or surreal AI video by anchoring the abstraction to one physical subject, describing the look in concrete visual vocabulary, generating mu…

Unify mismatched AI clips in three grading passes: first correct every clip to a neutral baseline (matched white balance, exposure, contrast), then build the…

Lock the location ONCE as a reusable reference, then anchor every shot in that scene to it. The reliable path: generate or scout a hero location plate, extra…

The best workflow for psychedelic or dream-sequence visuals: generate several distinct interpretations of the abstract concept first and lock one as the cano…

Illustrated or animated reference images fail because most AI video models generate in a photorealistic output space — the model translates your drawn refere…

Multi-character contact shots break AI video models because the model has to do two impossible things at once: hold two distinct character identity sheets si…

AI video models break on character contact because diffusion architectures predict pixels frame-by-frame with no physics engine, no skeleton tracking, and no…

Style drift happens because video models are stateless: every generation starts from a blank slate with no memory of your previous shots, so each prompt's sl…

You build a Frankenstein shot by generating the same prompt several times with identical style and character references, harvesting only the usable seconds f…

For fixing character consistency, the three tools work at different stages: Runway Aleph edits an already-generated clip in place (the only true repair tool…

Topaz Astra is the best-documented upscaler for AI-generated footage in 2025. It targets the texture problem specific to AI output — the ultra-sharp, plastic…

For Kling, Seedance 2.0, and other AI-generated footage, Topaz Astra (running inside invideo) is the strongest upscaler — it's purpose-built for the plastick…

Use AI video inpainting when the broken region is small (under ~20% of frame), motion in that area is slow or static, and the rest of the clip is keeper-qual…

For assembling externally AI-generated clips (Seedance 2.0, Kling, Veo, Runway outputs), DaVinci Resolve is the stronger default — its color grading handles…

Yes — when your lighting and color rules are loaded into an AI agent's persistent context, it flags deviations unprompted. In one documented production, the…

AI video looks plasticky because models like Seedance 2.0 render skin with hyper-sharp, over-smoothed texture trained on studio data — it's a model-level art…

The frames-first pipeline means generating and approving every static asset — character portraits, multi-angle character sheets, environment and prop referen…

For AI-generated footage, Topaz Video AI is the stronger upscaler: its reconstruction models (Proteus for manual artifact control, Iris for faces) handle gen…

For upscaling AI-generated video, route the choice by source and length: Topaz Video AI — specifically the Astra model — handles longer, multi-scene AI foota…

AI video looks plasticky because generation models smooth away fine skin texture — pores, micro-detail, surface variation — while over-resolving edges, so sk…

Fix plasticky AI skin in post, not by re-rolling generations: upscale the clip with Topaz Astra on invideo first, then add a tiny amount of blur, a layer of…

Use Proteus, not Iris, for AI-generated footage in Topaz Video AI — then keep Sharpen at 0–20, Reduce Noise at 40–60, and Recover Detail at 30–50. Plasticky…

For AI-generated footage, Topaz Astra is the stronger choice: it targets the specific failure of AI video — the ultra-sharp, plasticky look models like Seeda…

For AI-generated footage, start with Artemis HQ at a 2x pass, switch to Proteus in Manual (Fine Tune) when you hit AI-specific artifacts like plasticky skin…