Production-grade AI workflowsaren't about 1-click magic.

The Gen Media Lab is a public research notebook for high-fidelity generative media. Here, I document the pipelines, cost benchmarks, and failure modes of AI-driven image, video, and audio production.

The Rule: No output, no post. Every experiment listed below includes the actual generated assets, prompt packs, and a production verdict.

• Phase 1: Foundations & Image Pipelines
  Product photography, A/B variation matrices, and marketplace compliance.
• Phase 2: Video & Audio Synthesis
  Static-to-video ads, voice design, and multilingual dubbing workflows.
• Phase 3: Spatial & 3D Workflows
  Image-to-3D, PBR materials, and interactive web viewers.