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◆ FORGE · forge.alakazam.gg
The forge takes a robot dataset you already have and gives you back a bigger, verified one. It runs the same world-model engines that power Alakazam’s interactive worlds, pointed at your episodes instead of ours. There are two ways in, and they work on the same campaigns:

Dataset Workbench

The pipeline. Upload or open a dataset, check its health, sample sources, plan transforms, run gated renders, and deliver an augmented dataset you can train on. Six legible steps, every one inspectable.

Playground

One episode at a time. Scrub a real recorded episode fullscreen, describe a change in words, or splice a precise counterfactual, surgical augmentation with a verification verdict on every version.

The spine

A campaign walks six steps. You can stop, inspect, and re-enter anywhere; the pipeline never advances on your behalf.

The engines

Two model families, two different jobs:
  • New trajectories (workbench runs, and both playground verbs) use the campaign’s action-conditioned render engine: a fine-tune of the Cosmos world-model line that actually obeys spliced or edited action streams. The base model doesn’t; the fine-tune is why the forge can change what the robot does and keep the video honest.
  • Object swap and environment restyle (workbench transforms) use general video-to-video transfer models, change what the scene looks like, keep the demonstrated motion. Their backends connect per deployment; the Transform step shows exact readiness.

Nothing is fabricated

Every rendered episode carries a machine verdict from an action-consistency verifier (does the video’s implied motion match the trajectory that was asked for?) plus gate scores you can read. You can confirm or overrule any verdict, overrules are recorded as yours. Described changes in the playground become real batches with real terminal states; when a backend isn’t live, the item says so instead of pretending.

Accounts, auth, billing

One Alakazam account spans play and forge. The API authenticates with your session’s bearer token on every call: see the quickstart. Billing is pay for what you take: uploading, checking, running, reviewing are free; delivery bills 1 credit per kept episode, exactly once, ever, details in billing.