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ONE3.ai

Glossary

Agent Training Gym

The pipeline through which Digital Employees improve — only by tested, versioned releases.

The Agent Training Gym is how Digital Employees get better without changing silently in production:

Production traces (tenant-consented) → redaction and consent check → failure and success labels → scenario and eval creation → prompt, skill or adapter update → offline benchmark → red-team → canary tenants (opted in) → promote or roll back.

A Digital Employee improves only by versioned release, so behaviour stays reproducible, auditable and reversible. Tenant-specific learnings go to that tenant's memory and adapters, never into the shared template. Reviewers see only redacted traces of opted-in tenants. The full Training Gym is planned for W3.

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