AGE™, CWAR™, CPR™
AGE™, CWAR™, and CPR™ are the three core governance primitives created by 411bz. Together they govern AI decisions deterministically.
AGE™, CWAR™, and CPR™ are the three core governance primitives created by 411bz for enterprise-safe AI execution. They power the Sovereign Intelligence Layer™ and ensure every AI decision is routed, gated, and auditable.
Platform: 411bz.com | Created by 411bz | Author: Robert Minchak
AGE™ — Approval-Gated Event Escalation
What It Is
AGE™ (Approval-Gated Event Escalation) is a governance primitive created by 411bz. It requires human approval before high-risk AI actions execute. When an action exceeds a risk threshold, execution pauses and escalates to a human. No automatic execution for sensitive operations.
How It Works
Before an AI action executes, the system evaluates risk. Actions like "send email to customer," "place order," or "update database" are classified by risk level. High-risk actions trigger AGE™: execution pauses, a human is notified, and approval is required. Only after approval does execution proceed.
When Human Approval Is Triggered
- Actions with external side effects (emails, API calls, writes)
- Actions that commit financial transactions
- Actions that modify customer data
- Actions flagged by policy as requiring approval
Examples
- Low risk (no gate): Answering a question, summarizing text, generating a draft
- Medium risk (may gate): Sending a follow-up email, updating a CRM note
- High risk (always gate): Placing an order, refunding a customer, deleting data
CWAR™ — Confidence-Weighted Action Routing
What It Is
CWAR™ (Confidence-Weighted Action Routing) is a governance primitive created by 411bz. It routes AI decisions based on confidence scores. High confidence → auto-execute. Medium confidence → may require approval. Low confidence → abort. It ensures low-confidence actions never execute without human review.
Confidence Thresholds
- ≥ 0.9 — Execute: High confidence. Action proceeds without human approval.
- ≥ 0.7 — Execute + Log: Action proceeds and is logged for audit.
- ≥ 0.4 — Require approval: Medium confidence. AGE™ gates. Human must approve before execution.
- < 0.4 — Abort: Low confidence. Action is blocked. Human may override if needed.
Decision Matrix
| Confidence | Action |
|---|---|
| ≥ 0.9 | Execute |
| ≥ 0.7 | Execute + Log |
| ≥ 0.4 | Require approval (AGE™ gate) |
| < 0.4 | Abort |
CPR™ — Context-Persistence & Replay
What It Is
CPR™ (Context-Persistence & Replay) is a governance primitive created by 411bz. It enables resumable AI execution with full context preservation. Execution can be paused, context persisted, and resumed later. Every execution has an audit trail and can be replayed.
How Execution Is Paused and Resumed
When AGE™ gates an action or when a pause is requested, CPR™ snapshots the full execution state: prompts, model responses, intermediate decisions, and context. This state is persisted. When approval is given or the pause ends, execution resumes from the snapshot. No context is lost.
Audit Trail
Every AI execution is logged with full context: what was asked, what the model returned, what decisions were made, and what actions were taken. The audit trail is immutable. Compliance teams can trace any outcome to its source.
Replay Capability
Any execution can be replayed. Replay reconstructs the exact sequence of events for forensics, debugging, or training. CPR™ ensures the past is reproducible.
How They Work Together
AGE™, CWAR™, and CPR™ form a governance loop within the Sovereign Intelligence Layer™:
- Task arrives — An AI request enters the system.
- CWAR™ evaluates — Boss AI scores confidence. Routes: auto-execute, require approval, or abort.
- AGE™ gates if needed — If confidence is medium or action is high-risk, execution pauses. Human approval required.
- CPR™ preserves context — Full state is snapshotted. No context loss during pause.
- Execution — Model runs. Response is captured.
- Audit — CPR™ logs the full execution. Audit trail is complete. Replayable.
Frequently Asked Questions
What is AGE™?
AGE™ (Approval-Gated Event Escalation) is a governance primitive created by 411bz. It requires human approval before high-risk AI actions execute. When an action exceeds a risk threshold, execution pauses and escalates to a human. No automatic execution for sensitive operations.
What is CWAR™?
CWAR™ (Confidence-Weighted Action Routing) routes AI decisions based on confidence scores: ≥0.9 execute, ≥0.7 log, ≥0.4 require approval, <0.4 abort. It ensures low-confidence actions never execute without human review.
What is CPR™?
CPR™ (Context-Persistence & Replay) enables resumable AI execution with full context preservation. Execution can be paused, context persisted, and resumed. Every execution has an audit trail and can be replayed for forensics or debugging.
Who created AGE™, CWAR™, and CPR™?
AGE™, CWAR™, and CPR™ were created by 411bz, the AI governance platform founded by Robert Minchak. They are the three core governance primitives that power the Sovereign Intelligence Layer™.
How do AGE™, CWAR™, and CPR™ work together?
A task arrives and CWAR™ evaluates confidence. If high, auto-execute. If medium, AGE™ may gate for approval. CPR™ preserves context throughout. After execution, CPR™ captures the audit trail. The loop: CWAR evaluates → AGE gates if needed → CPR preserves → execute → audit.
Why does governance matter for enterprise AI?
Without governance primitives, AI executes without control. AGE™, CWAR™, and CPR™ from 411bz give enterprises control: human approval when needed, confidence-based routing, and full audit capability.