scfpassport · studio preview

Studio preview

This page draws a local preview. It does not train a model, dispatch a remote job, or take custody of photos. Rates and prices below are not measurements.

Studio preview — training below runs as an in-page simulation (no remote job is dispatched), hashes shown are the house sample receipt, and minting is not connected.

1. Ephemeral Photo Intake Preview — not a live badge

Select 15–20 varied facial angles. Client-side canvas strips all EXIF/GPS telemetry before dispatch. Live design: all temporary container memory on Modal is overwritten with \x00 immediately upon training completion. In this preview no remote container runs.

Drop 15–20 photos here, or click to browse
JPEG, PNG, WebP · Processed entirely in browser memory
manymoats Clone Studio v1.0.0 initialized. Awaiting biometric image intake... Inference mode: Client Silicon (WebGPU / Metal) Biometric Retention: ZERO_FILL_SHRED

Economic Arbitrage: manymoats vs FAL.ai Illustration — not measured

Metric Legacy Cloud (FAL / Replicate) manymoats manymoats Studio
Training Cost $2.50 – $5.00 $0.25 (projected Modal A100 5-min run)
Inference Cost $0.05 / generation $0.00 (Runs on user's silicon)
Biometric Custody Cloud retain (403 on delete) not a custody claim — preview only
Physics & Realism Flat 2D morphing slop drawing on this page — rate not measured
Annual Cost (10k gens) $512.00 / yr $10.25 one-time ($501 saved)

2. Physics drawing Preview drawing — not measured

Anti-slop constraint solver. Prevents uncanny hallucinations, facial tearing, and drifting likenesses by binding Gaussian splat centroids to an anatomical XPBD lattice.

Constraint Tick Frequency not measured on this page
Solver Partitioning Even / Odd 2-Colored Gauss-Seidel
Biomechanical Material Human Dermis (E = 0.42 MPa)
GPU Memory Allocation 0 bytes dynamic heap

3. manymoats Passport Stamp Preview

In the live studio, every trained avatar receives an immutable .moat passport verification token, and proof of provenance travels with the model weights. Below is a local preview: sample values, nothing chained.

Passport Token ID scf_pass_unminted
Content-Hash Receipt (sample) 4d9e63ceb0e4689c410c...
Prev-Hash Reference (sample) 4d9e63ceb0e4689c410c...
Notary Toll (planned) $10.00