waveguard_cascade_risk

Parameters schema

{
  "type": "object",
  "required": [
    "training_context",
    "entities",
    "adjacency_matrix",
    "shock_indices"
  ],
  "properties": {
    "entities": {
      "type": "array",
      "minItems": 2,
      "description": "2+ entities/nodes participating in the cascade graph."
    },
    "field_level": {
      "enum": [
        0,
        1
      ],
      "type": "integer",
      "default": 1,
      "description": "Field representation level. Default 1 for graph interaction dynamics."
    },
    "sensitivity": {
      "type": "number",
      "description": "Anomaly sensitivity multiplier (default: 1.0)."
    },
    "encoder_type": {
      "type": "string",
      "description": "Optional encoder override. Omit to auto-detect."
    },
    "shock_indices": {
      "type": "array",
      "items": {
        "type": "integer"
      },
      "description": "Indices of initially shocked entities within the entities array."
    },
    "shock_strength": {
      "type": "number",
      "default": 0.05,
      "description": "Initial perturbation magnitude injected at shock indices."
    },
    "adjacency_matrix": {
      "type": "array",
      "items": {
        "type": "array",
        "items": {
          "type": "number"
        }
      },
      "description": "N×N weighted adjacency matrix describing link strengths between entities."
    },
    "training_context": {
      "type": "array",
      "minItems": 2,
      "description": "2+ baseline context samples used for normalization."
    }
  }
}

No endpoints wrapped at confidence ≥ 0.70.

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