Human-Governed AI Autonomy

AI autonomy
Human authority

People set the direction. AI agents split the work by role. Root Kernel makes each run verifiable, recoverable, and resumable.

Operating Philosophy

People set intent.
Agents execute and review.

These three steps form Root Kernel’s operating model for AI work.

  1. 01Human Intent

    Set goals, policies, and approval criteria.

  2. 02AI Collaboration

    Execute by role and review one another’s work.

  3. 03Evidence & Decision

    Review the record and approve the next step.

Three Technologies

Specification. Continuity.
Collaboration.

01 · Specification

AI-SPARK

Bind interfaces, state models, bindings, and authorization policies into a single revision, then validate it before implementation.

Explore AI-SPARK
02 · Continuity

AI Harness

Resume interrupted work from its recorded state and recovery point while preserving the same procedure.

Explore AI Harness
03 · Collaboration

AI Agent

Preserve role-based execution and turn-based deliberation as a reviewable record.

Explore AI Agent