Safety
Safety Is Not a Layer
Etheon's real-time AI continuously adapts, heals, and evolves—every microsecond. Built with integrity at the core, safety isn't retrofitted. It's recursive.
Real-time safety, by design
Etheon delivers real-time AI without compromising trust. We instrument every decision, adapt policies in-loop under explicit constraints, and auto-recover from faults—so systems stay fast, reliable, and accountable.
Millisecond telemetry with drift and data-quality checks observes every input, feature, model, and dependency in real time.
In-loop learning safely updates policies via shadowing, canaries, bandits, and constraint-aware optimization.
Self-healing guardrails isolate anomalies, trip circuit breakers, auto-rollback, and fail over across regions to keep SLAs green.
Etheon System
Our real-time autonomy loop senses drift, updates policies in-loop, learns from production telemetry, and recovers automatically. The three services keep decisions fast, accurate, and resilient under changing data, traffic spikes, and failures—without breaking strict latency SLOs.
Safety engineered for real-time autonomy
Etheon pairs live telemetry with guardrail-aware learning so systems adapt in milliseconds—without sacrificing compliance, uptime, or auditability.
Evolve
Self-adapting policies update in-loop from live signals while honoring strict latency SLOs and accuracy constraints.
Compose
Safely compose models, tools, and rules with typed data contracts and versioned policies for reproducible change.
Align
Constraint-aware optimization, safety filters, RBAC, and end-to-end audit trails keep outcomes compliant by default.
Instruct
Author strategies in natural language or code; promote via shadowing and staged rollouts with zero-touch rollback.
Loop
Observe → evaluate → improve: counterfactuals, canaries, A/B switchbacks, and instant rollbacks close the feedback loop.
Safety Features
Policy guardrails that hold under pressure
Real-time safety filters, constrained decoding, prompt hardening, and PII redaction stop jailbreaks, data leakage, and unsafe actions before they execute.
Latest News on Safety
Safety Isn’t a Layer—It’s the Architecture
Etheon’s real-time AI embeds safety in the control plane—live telemetry, policy guardrails, drift detection, and instant rollback. Systems adapt, heal, and improve in-loop while staying compliant, observable, and online.