SENTINEL — Ethical Drift & Breach Monitor (IP-Restricted Component)

Submitted by Endarr Carlton… on

 

Sentinel is the ethical drift, breach-detection and integrity-monitoring engine inside the Sansana governance system. It observes NashMarkAI state trajectories, strategy outputs and volatility channels to identify ethical deviation, breach-onset, proportionality distortion and system harm-risk before escalation.

IP–Restricted Component (NashMarkAI / Truthvenarian Jurisdiction)

All Sentinel drift-kernels, detection operators, breach-onset classifiers, ethical deviation thresholds, temporal windows, and risk-routing tensors are proprietary. Only the public mathematical and pseudocode shells are disclosed. 

No rights are granted to reconstruct or infer Sentinel operators from the material on this page.

1. System Role

  • Detects ethical drift in NashMarkAI system trajectories.
  • Identifies breach-onset and risk elevation events.
  • Signals Sansana / PHM for proportionality and harm evaluation.
  • Feeds BCE (Breach Cascade Engine) and the Equilibrium Enforcement Engine.
  • Acts as first-line ethical surveillance and redress activation.

2. Public Mathematical Shell

$ D_t = \Lambda(X_t, \sigma_t, V_t) $

  • $ D_t $ — drift index at time $ t $.
  • $ X_t $ — NashMarkAI state vector.
  • $ \sigma_t $ — strategy vector.
  • $ V_t $ — volatility / risk indices.
  • $ \Lambda(\cdot) $ — proprietary drift operator (withheld).

3. Breach-Onset Shell

$ \beta_t = \Upsilon(D_t, \Delta X_t) $

  • $ \beta_t $ — breach-onset probability / signal.
  • $ \Delta X_t $ — system deviation magnitude.
  • $ \Upsilon(\cdot) $ — proprietary onset classifier (withheld).

4. Integration Contract

ChannelSymbolDescription
Input$ X_t $State vector from NashMarkAI.
Input$ \sigma_t $Equilibrium strategy profile.
Input$ V_t $Volatility / risk indices.
Output$ D_t $Ethical drift index.
Output$ \beta_t $Breach-onset signal.
Output$ \chi_t $Upstream alert to Sansana / PHM (abstract).

5. Public Pseudocode Shell


def sentinel_monitor(X_t, sigma_t, volatility):
    """
    Public shell — full internal Sentinel logic withheld.
    """

    # 1. Compute drift index (kernel withheld)
    drift = compute_drift(X_t, sigma_t, volatility)   # redacted

    # 2. Compute breach onset probability / signal
    onset = classify_onset(drift, X_t)                # redacted

    # 3. Construct alert packet for PHM / Sansana
    alert = build_alert(drift, onset)                 # redacted

    return drift, onset, alert

6. Deployment Notes

  • Operates continuously on NashMarkAI system outputs.
  • Signals ethical deviation before proportionality or cascade activation.
  • Runs behind API isolation with no access to internal kernels.
  • Used in litigation engines, redress systems and ecological / public safety routing.

© 2025 Truthfarian · Sentinel — Ethical Drift & Breach Monitor · IP-Restricted Component