Epoch Lab Control Center
S Consistency Lab

Make S unmistakable, then let her breathe.

This is the Lab workspace for S recognition, wardrobe freedom, location realism, and video-safe hero images. It is deliberately separate from production Traveler: experiments happen here, evidence gets recorded here, and only approved findings graduate.

Current Focus

Creative R&D, With Guardrails

Traveler’s public pipeline is now stable enough that we can return to the delicate work: S’s face, body, wardrobe range, city belonging, and whether a still image is safe to animate without wrong-language text artifacts.

Lab Files

Working Room

The source-of-truth workspace lives in the repo under s-consistency-lab/. Use the ledger for experiments, fixtures for controlled prompts, and the checklist before anything touches production.

Promotion Rule

No One-Off Miracles

A beautiful image is not enough. A model or prompt direction needs a controlled batch, recorded settings, AB verdict, known failure modes, and a rollback path before it becomes production.

Next Experiment

SCL-001 Recognition Board

Start with recent production Traveler outputs. AB scores which images still feel unmistakably like S before we spend money on new model experiments.