Alignment & Policy Engines
Operationalize ethics via rules, registries, and policy evaluation that flags and halts misbehavior in real time.
Telemetry & Drift
HRV-like signals for models: watch volatility, stability, and risk with beat-by-beat instrumentation.
Deception & Evasion
Detect evasive patterns and inconsistent answers through adversarial probes and multi-phase checks.
Human-in-the-Loop
Lightweight review flows and feedback capture to reinforce desired behaviors and correct violations.
Simulation Fidelity
Scenario generation and reproducible runs to approximate messy, post-deployment environments.
Proof & Auditability
Exportable logs (JSON/CSV/PDF), run states, and narratives for compliance and incident review.
Partner on experiments
We’re open to joint studies, datasets, and red-team evaluations.