About Us

Building the Control Layer
for AI Animation

Hollywood Reborn is an independent AI research lab building the infrastructure that makes generative animation deterministic—both at selection and verification.

Our Mission

We believe the future of animation is AI-native and fully automated.

Generative AI can now produce stunning character images in seconds. But autonomous AI systems need determinism—the ability to specify exact poses, expressions, and gaze directions with mathematical precision, and verify the output matches.

Hollywood Reborn builds the parametric control layer that wraps AI generation with precision—select the exact frame you need, then verify generated video matches expected parameters. Closed-loop control for autonomous production.

Our Approach

🎯

Selection Over Generation

In an era of infinite generation, the bottleneck is selection. We pre-index thousands of frames and let you find exactly what you need in milliseconds.

✅

Verify Generated Output

The same extraction that indexes frames can analyze generated video. Confirm head pose, gaze direction, and expressions match your specifications automatically.

🔄

100% Reproducibility

Same query, same result—every time. The foundation that enables AI agents and automated pipelines to operate deterministically at scale.

Closed-Loop Control

Select → Generate → Verify → Iterate. The complete control loop that enables truly autonomous AI animation pipelines.

Our Journey

October 2025

Research Begins

Started experimenting with 3D/2D generation pipelines to better understand motion control fundamentals and the challenges of directing AI-generated characters.

November 2025

Technology Foundation

Deep study of diffusion models and commercially-safe image generation methods. Developed the core pipeline for producing high-quality, licensable character frames.

December 2025

50-Channel Expression System

Developed comprehensive parametric extraction covering 50 dimensions including head pose, eye gaze, and industry-standard facial blendshapes. Scaled to 153K frames.

January 2026

Production Demo Launch

Launched 153K frame index with real-time query latency (~3ms). Published technical report and interactive demo. Applying for NVIDIA Inception cloud compute grants.

Q1 2026 (Feb–Mar)

Gaze & Expression Perfection

Scale face manifold to 500K+ frames. Perfect sub-degree gaze accuracy and full blendshape coverage. Achieve production-quality eye contact and emotion control.

Q2 2026 (Apr–Jun)

Body Control System

Extend parametric control to full-body poses. Index hand positions, body angles, and gesture keyframes. Enable pose-to-pose animation selection across 1M+ frames.

Q3 2026 (Jul–Sep)

Scene Inpainting Pipeline

Perfect character-to-scene compositing. Develop inpainting system to seamlessly place indexed characters into arbitrary scenes. Complete the input side of the control loop.

Q4 2026 (Oct–Dec)

API Beta Launch

Launch Parametric Selection API in private beta. Enable studios and AI video startups to query the full pipeline: gaze, expression, body, and scene integration.

2027

Commercial Scale

Public API launch with studio plugins (After Effects, Nuke, Blender). Enterprise partnerships. Power autonomous video production pipelines globally.

2026 Development Pipeline

Four systems, one year—building the complete control layer for AI animation.

Q1

Face & Gaze System

Jan–Mar 2026

  • Perfect sub-degree gaze accuracy
  • Full 42-expression blendshape coverage
  • Scale to 500K+ face frames
  • Production-quality eye contact control
Q2

Body Control System

Apr–Jun 2026

  • Full-body pose parametric extraction
  • Hand position and gesture indexing
  • Pose-to-pose animation selection
  • Scale to 1M+ total frames
Q3

Scene Integration

Jul–Sep 2026

  • Character-to-scene inpainting pipeline
  • Seamless compositing into arbitrary frames
  • Complete input side of control loop
  • Lighting and style matching
Q4

API Launch

Oct–Dec 2026

  • Private beta API for studios
  • Full pipeline: gaze → body → scene
  • Sub-100ms end-to-end latency
  • Enterprise pilot programs

Long-term Vision

From research lab to infrastructure provider—the proven path to lasting impact.

2026

Research & Build

Current Year

  • Complete 4-system pipeline (face, body, scene, API)
  • Build world's largest parametric animation manifold
  • Publish research and establish credibility
  • Secure cloud compute grants for scale
2027

Commercial Scale

Next Year

  • Public API launch with tiered pricing
  • Studio plugins (After Effects, Nuke, Blender)
  • Enable AI agents with deterministic control
  • Enterprise partnerships and integrations
2028+

Infrastructure Layer

Future

  • Become the indexing layer for AI animation
  • Power autonomous video production pipelines
  • Enable the $250B+ creator economy
  • Scale globally as industry standard

About the Founder

Hollywood Reborn is an independent research project built with a singular focus: making AI-generated animation actually usable for production work.

Anthony Schultz

Anthony Schultz

Founder & Principal Architect

Anthony holds three Bachelor of Science degrees—Computer Science, Graphic Information Technology, and Business Administration—a rare interdisciplinary foundation spanning algorithms, visual systems, and commercial strategy. Professionally, he builds enterprise-scale automation systems and high-volume data pipelines for Fortune 500 clients. He founded Hollywood Reborn after repeatedly hitting the same wall: AI can generate stunning images, but you can't direct them—and you can't verify the output. This project applies the deterministic rigor of enterprise systems to generative AI—solving the parametric control problem with mathematical precision.

Interested in Collaborating?

We're always looking to connect with researchers, studios, and developers interested in the future of AI-assisted animation.

Get in Touch Try the Demo