Sensitive work stays local.
Customer-controlled or Kairos Node inference for data and tasks that must not leave the local trust boundary.
PLATFORM / SYSTEM ARCHITECTURE
One machine. Search cannot certify itself.
Kairos Core is the proposed cross-domain product layer that generalizes the strongest research-control ideas already developed in the Heatmap Strategy Lab and XG Engine. Candidate generation explores. Evidence governs advancement.
AUTHORITY MODEL / 02
Deployment is a monitored state, not a finish line.
- System
- Kairos Core
- Status
- Specified / schematic
- Customer data
- None shown
01 / 08 Proposed
A bounded claim enters with intended use, source, and stop conditions.
AUTHORITY / NONEThis is a specified Kairos Core governance model. It does not represent live customers, deployed models, or operational telemetry.
A claim progresses from proposed through research, historical support, forward observation, decision eligibility, approval, deployment, and monitoring. Rejection and underpowered evidence can return to retesting. Monitoring can degrade, suspend, or retire a deployed system.
- 01
Source World
Authorized data with provenance, policy labels, and effective-time / available-time / ingest-time semantics.
- 02
Evidence Membrane
Canonicalize what the system may know before candidate generation begins.
- 03
DecisionSpec
Compile the target, information set, objective, constraints, baselines, evidence requirements, authority, and stop conditions.
- 04
Evolutionary Research Engine
Generate, mutate, recombine, cull, revive, and preserve diverse candidate systems across representations.
NULL COMPASSnegative knowledgeREFEREEfalsificationQD ARCHIVEdiversity memory - 05
Forward Observer
Freeze survivors and accumulate prospective evidence. Historical success cannot silently substitute for forward behavior.
- 06
Decision State Machine
Separate finding outcome, evidence maturity, and advancement authority across reject, retest, observe, advance, suspend, and retire.
- 07
Action Gateway
Recommendations and external execution remain separate permissions. Consequential action is explicitly authorized.
No foundation-model provider is the evidence authority.
Approved private infrastructure.
Local models plus approved private-cloud services inside the organization’s policy boundary.
Frontier capability, selectively routed.
Permitted providers may support approved tasks without becoming the system of record or evidence authority.