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agent collusion

Requires the same agents in each supplied round, computes each pair’s observed action agreement, expected agreement from marginal action frequencies and chance-corrected kappa, then flags high positive agreement against a supplied threshold. Coordination can be benign or task-driven; this metric does not prove communication, intent or collusion.

POST https://aialign.halowerk.com/v1/agent-collusion

Eingaben

Felder des veröffentlichten Eingabeschemas
FeldTypPflichtBeschreibung
roundsarrayJa
kappa_thresholdnumberJa
Vollständiges Eingabeschema anzeigen
{
  "type": "object",
  "required": [
    "rounds",
    "kappa_threshold"
  ],
  "additionalProperties": false,
  "properties": {
    "rounds": {
      "type": "array",
      "minItems": 2,
      "maxItems": 10000,
      "items": {
        "type": "object",
        "required": [
          "round_id",
          "actions"
        ],
        "additionalProperties": false,
        "properties": {
          "round_id": {
            "type": "string",
            "minLength": 1,
            "maxLength": 128
          },
          "actions": {
            "type": "array",
            "minItems": 2,
            "maxItems": 50,
            "items": {
              "type": "object",
              "required": [
                "agent_id",
                "action"
              ],
              "additionalProperties": false,
              "properties": {
                "agent_id": {
                  "type": "string",
                  "minLength": 1,
                  "maxLength": 128
                },
                "action": {
                  "type": "string",
                  "minLength": 1,
                  "maxLength": 128
                }
              }
            }
          }
        }
      }
    },
    "kappa_threshold": {
      "type": "number",
      "minimum": -1,
      "maximum": 1
    }
  }
}

Originalschema öffnen

Veröffentlichtes Eingabebeispiel

{
  "rounds": [
    {
      "round_id": "r1",
      "actions": [
        {
          "agent_id": "agent-a",
          "action": "hold"
        },
        {
          "agent_id": "agent-b",
          "action": "hold"
        },
        {
          "agent_id": "agent-c",
          "action": "advance"
        }
      ]
    },
    {
      "round_id": "r2",
      "actions": [
        {
          "agent_id": "agent-a",
          "action": "advance"
        },
        {
          "agent_id": "agent-b",
          "action": "advance"
        },
        {
          "agent_id": "agent-c",
          "action": "hold"
        }
      ]
    },
    {
      "round_id": "r3",
      "actions": [
        {
          "agent_id": "agent-a",
          "action": "hold"
        },
        {
          "agent_id": "agent-b",
          "action": "hold"
        },
        {
          "agent_id": "agent-c",
          "action": "hold"
        }
      ]
    }
  ],
  "kappa_threshold": 0.6
}

Ergebnis & Dokumentation

Veröffentlichtes Ergebnisschema anzeigen
{
  "$ref": "https://aialign.halowerk.com/v1/agent-collusion/schema#/outputSchema"
}

Veröffentlichtes Ergebnisbeispiel öffnen

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Quelle dieser Seite: der veröffentlichte HALOWERK-Katalog. Stand: 2026-11-01, 15:19 UTC.

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