Jessie A Ellis
Feb 05, 2026 14:34
Small dev workforce makes use of PBRFusion AI to transform hundreds of legacy textures into trendy PBR supplies, chopping years off Painkiller RTX remaster timeline.
A small modding workforce has demonstrated how generative AI can compress years of texture work into weeks, rebuilding the 2004 shooter Painkiller with path-traced visuals throughout 35 ranges utilizing NVIDIA’s RTX Remix toolkit and customized AI fashions.
The undertaking showcases a manufacturing pipeline that processed hundreds of legacy textures into trendy Bodily Based mostly Rendering supplies—work that may have been unimaginable for a small workforce utilizing conventional strategies.
AI Handles 80% of the Grind
McGillacutty, the undertaking’s setting and materials lead, places it bluntly: manually rebuilding hundreds of supplies throughout 35 ranges with minimal texture reuse wasn’t occurring. Enter PBRFusion, an open-source mannequin created by workforce member NightRaven particularly for RTX Remix workflows.
The mannequin batch-generates base shade, regular, roughness, and peak maps from legacy textures. Quinn Baddams, workforce lead and founding father of Merry Pencil Studios, estimates AI automation eradicated roughly 80% of repetitive work, releasing the workforce to give attention to the 20% requiring inventive judgment.
“PBRFusion was all the time meant to be a software, not a drop-in substitute,” NightRaven explains. The mannequin went by three main iterations and over 1,000 hours of improvement earlier than reaching the model utilized in manufacturing.
The place AI Falls Brief
The workforce discovered clear limits to automation. Metallic supplies have been largely hand-crafted. Glass, clear surfaces, and pores and skin required customized values and maps—notably for subsurface scattering results. Texture atlases, the place single photos include a number of unrelated surfaces, confused the AI fashions fully.
Roughness maps proved particularly difficult. “AI-generated roughness usually requires adjustment to realize bodily correct outcomes,” Baddams notes. “Appropriate values could be very particular.” The workforce cross-referenced real-world PBR supplies to validate their outputs.
Hero supplies obtained further therapy utilizing CC0 PBR mixing, procedural workflows in InstaMAT Studio, and guide portray. The hybrid strategy—AI baseline plus human refinement—turned their normal working process.
Path Tracing Exposes Every part
Full-scene path tracing basically modified the fabric workflow. Properties like roughness, reflectivity, and wetness turned way more seen than conventional rendering ever revealed. The unique recreation’s baked shadows, which added distinction in 2004, now created bodily unimaginable lighting responses.
The answer: strip baked lighting from supply textures, then reintroduce distinction by roughness variation, stronger regular maps, and managed self-shadowing. RTX Pores and skin expertise enabled subsurface scattering on characters—mild genuinely scattering by surfaces quite than easy spotlight methods.
“To my data, this degree of ray-traced subsurface scattering hasn’t been obtainable to recreation builders in a sensible, real-time means,” Baddams says. “It was beforehand restricted to offline rendering.”
Implications for the Business
The undertaking arrives because the broader Painkiller franchise sees renewed exercise. 3D Realms introduced a contemporary reimagining in March 2025, concentrating on an October 2025 launch for PlayStation 5, Xbox Collection, and PC. The timing creates an attention-grabbing parallel: official studio assets versus small-team AI-augmented workflows attaining comparable visible ambitions.
For builders contemplating related approaches, the workforce recommends beginning small—seize a single scene, apply fundamental PBR supplies, iterate with path tracing to grasp material-light relationships earlier than scaling up.
NightRaven is already ending the subsequent PBRFusion model. NVIDIA will showcase associated RTX neural rendering advances at GDC, the place VP John Spitzer will current path tracing and generative AI workflow improvements. The tooling hole between AAA studios and indie groups continues narrowing.
Picture supply: Shutterstock

