Awareness Engine
Counter-rotating streams
Two Confluent streams rotate in opposition — observed reality against intended / policy state. Their divergence is the live drift signal that feeds AXIOM's federated learning fabric and anti-drift controls.
0.083
drift
Observed reality
1,278 ev/saxiom.observation.*
axiom.observation.actions
axiom.observation.telemetry
axiom.observation.security.wazuh
axiom.observation.stream.metrics
Intended / policy state
1,182 ev/saxiom.intent.*
axiom.intent.policy.decisions
axiom.intent.mission.contracts
axiom.intent.consent.scope
axiom.intent.guardrails
Drift vs Intent
ALIGNEDAnti-Drift Controls
StatusSTABLE
Harmonic dampingidle
Oscillatornominal
Baselines checked
policyexpected_stateprior_baselinemission_contract
Federated Learning Fabric
Learning signals move between domains in a bounded manner — no uncontrolled cross-domain contamination.
Healthcarebounded
3,120 signals
22% contribution
Financebounded
2,740 signals
19% contribution
Roboticsbounded
2,610 signals
18% contribution
Securitybounded
3,480 signals
25% contribution
Infrastructurebounded
2,210 signals
16% contribution