MODEL ARCHITECTURE · DOWNUM CYBER

Routing work to specialized cognitive engines

Ruby’s multi-model direction treats models as role-specific cognitive engines while Ruby-owned state retains identity and authority.

WHAT CHANGED

DATE PENDING EVIDENCE

STATUS — DRAFT SOURCE MATERIAL

## ENGINEERING PROBLEM

One model should not silently become the whole system or inherit permissions by being selected.

## CURRENT DIRECTION

The research direction separates conversation, reasoning, coding, research, criticism, and multimodal roles from persistent identity and policy.

## LESSON

Model selection changes cognition, not ownership or authority.

## CLAIM BOUNDARY

This entry is based on owner-reviewed Ruby draft material, not the deeper evidence-manifest package. It does not claim AGI, consciousness, unrestricted autonomy, or a production-certified capability.

Boundary

This entry describes public-safe engineering context only. It does not publish production topology, addresses, credentials, procedures, telemetry, or exploitable configuration.