About this service
AI Training & Deployment is a Faith Forge Labs service for organizations evaluating model behavior, adaptation and the infrastructure needed to use the result.
The work starts by distinguishing a problem with instructions, missing information, application rules or the model's behavior. Those can require different changes.
A useful assessment identifies the next bounded experiment, its permitted inputs and the result needed to justify further work.
Adapting an existing model is different from training a general-purpose model from the beginning. Large research programs require their own expertise, data, compute and budget review.
Any work beyond the responsible scope should be identified rather than presented as an ordinary small deployment.
Describe the task, current approach and expected result without including private training records.