R&D
Signal over subjectivity.
Engineering notes from the studio. We build virtual-production and AI-VFX pipelines that are validated by the waveform, not the eye — here's how, and why it holds up on a delivery timeline.
Virtual Production · Color
Color That Survives the Wall: An ICVFX Color Pipeline for HDR Virtual Production
Why footage off the LED volume drifts — and the engine-to-wall color management that keeps it consistent through grade.
AI VFX · Relighting
Does AI Relighting Obey Physics? A Waveform-First Test
A method for telling real relighting from a math artifact — what light is allowed to do to a signal, and what it isn't.
Generative · Previs
Precision Over Prompts: AI Previs as a Production Contract
Generative previs that translates directly to live-action — identity permanence, an optical "global lock," and zero hallucination.
VFX · Quality Control
Forensic QC: Putting AI Shots on a Broadcast-Safe Master
A signal-first workflow for integrating AI-generated shots into a Rec.709 master without breaking delivery.
AI VFX · Compositing
Signal Over Subjectivity: A Standard for AI Sky Replacement
"The image isn't redder — it's more truthful." A QC standard that keeps the original plate mathematically intact.
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