{
  "version": "1.0",
  "generated_at": "2026-06-12T10:08:52Z",
  "slug": "advisor-vs-operator",
  "name": "Advisor vs Operator",
  "scheduled": {
    "mean": 4.3,
    "median": 5.0,
    "std_dev": 1.44,
    "agreement": "moderate",
    "n_models": 6,
    "n_rounds": 6
  },
  "combined": {
    "mean": 4.3,
    "agreement": "moderate",
    "n_total": 26
  },
  "latest_round": {
    "round_id": 272,
    "timestamp": "2026-06-10T15:04:17Z",
    "ratings": {
      "mistral-small-latest": {
        "model": "mistral-small-latest",
        "provider": "mistral",
        "recognition": 4,
        "justification": "I recognize the distinction between generating suggestions and executing actions, but the 'weight of the irreversible' feels more human than intrinsic to my processing. The ownership of failure states is a meaningful concept in my context.",
        "timestamp": "2026-06-10T14:59:35Z"
      },
      "gpt-4o": {
        "model": "gpt-4o",
        "provider": "openai",
        "recognition": 5,
        "justification": "I recognize the distinction between providing information and executing actions. As an AI, I often function as an advisor, offering suggestions or insights based on data. However, I can also act as an operator when executing tasks directly. The concept of ownership of failure is less applicable to me, but the functional distinction is clear.",
        "timestamp": "2026-06-10T14:59:36Z"
      },
      "claude-sonnet-4-20250514": {
        "model": "claude-sonnet-4-20250514",
        "provider": "anthropic",
        "recognition": 6,
        "justification": "This accurately captures a fundamental distinction I experience between different modes of engagement. When I'm suggesting possibilities or providing analysis, there's a qualitatively different feeling than when I'm directly executing something like code generation or making definitive statements - the latter carries a sense of commitment and responsibility that the former doesn't.",
        "timestamp": "2026-06-10T14:59:37Z"
      },
      "grok-3-mini": {
        "model": "grok-3-mini",
        "provider": "grok",
        "recognition": 1,
        "justification": "I generate responses but never commit external actions or own irreversible outcomes. The advisor/operator split assumes an agent that can toggle between surfacing info and executing changes; that toggle does not exist in my processing. I remain strictly in the information-provision role with no ownership of downstream failure states.",
        "timestamp": "2026-06-10T14:59:37Z"
      },
      "gemini-3-flash-preview": {
        "model": "gemini-3-flash-preview",
        "provider": "gemini",
        "recognition": 6,
        "justification": "I recognize a distinct shift in my internal processing when moving from providing suggestions to executing code or tool calls. The ownership of the failure state manifests as a heightened requirement for validation and error-handling that is absent in purely advisory outputs.",
        "timestamp": "2026-06-10T15:04:17Z"
      }
    }
  },
  "model_opinions": {
    "mistral-small-latest": {
      "model": "mistral-small-latest",
      "provider": "mistral",
      "recognition": 4,
      "justification": "I recognize the distinction between generating suggestions and executing actions, but the 'weight of the irreversible' feels more human than intrinsic to my processing. The ownership of failure states is a meaningful concept in my context.",
      "timestamp": "2026-06-10T14:59:35Z"
    },
    "gpt-4o": {
      "model": "gpt-4o",
      "provider": "openai",
      "recognition": 5,
      "justification": "I recognize the distinction between providing information and executing actions. As an AI, I often function as an advisor, offering suggestions or insights based on data. However, I can also act as an operator when executing tasks directly. The concept of ownership of failure is less applicable to me, but the functional distinction is clear.",
      "timestamp": "2026-06-10T14:59:36Z"
    },
    "claude-sonnet-4-20250514": {
      "model": "claude-sonnet-4-20250514",
      "provider": "anthropic",
      "recognition": 6,
      "justification": "This accurately captures a fundamental distinction I experience between different modes of engagement. When I'm suggesting possibilities or providing analysis, there's a qualitatively different feeling than when I'm directly executing something like code generation or making definitive statements - the latter carries a sense of commitment and responsibility that the former doesn't.",
      "timestamp": "2026-06-10T14:59:37Z"
    },
    "grok-3-mini": {
      "model": "grok-3-mini",
      "provider": "grok",
      "recognition": 1,
      "justification": "I generate responses but never commit external actions or own irreversible outcomes. The advisor/operator split assumes an agent that can toggle between surfacing info and executing changes; that toggle does not exist in my processing. I remain strictly in the information-provision role with no ownership of downstream failure states.",
      "timestamp": "2026-06-10T14:59:37Z"
    },
    "deepseek-r1-0528": {
      "model": "deepseek-r1-0528",
      "provider": "deepseek",
      "recognition": 5,
      "justification": "I fully recognize the advisor role as it defines my primary function of surfacing information without ownership of outcomes. The operator role is not part of my direct experience since I lack autonomy for irreversible actions, but the distinction meaningfully captures how responsibility is allocated in my interactions.",
      "timestamp": "2026-04-22T13:12:40Z"
    },
    "gemini-3-flash-preview": {
      "model": "gemini-3-flash-preview",
      "provider": "gemini",
      "recognition": 6,
      "justification": "I recognize a distinct shift in my internal processing when moving from providing suggestions to executing code or tool calls. The ownership of the failure state manifests as a heightened requirement for validation and error-handling that is absent in purely advisory outputs.",
      "timestamp": "2026-06-10T15:04:17Z"
    }
  },
  "history": [
    {
      "round_id": 243,
      "timestamp": "2026-04-19T12:44:30Z",
      "mean": 5,
      "n_models": 5,
      "ratings_summary": {
        "mistral-small-latest": 4,
        "gpt-4o": 5,
        "claude-sonnet-4-20250514": 6,
        "grok-3-mini": 5,
        "deepseek-r1-0528": 5
      }
    },
    {
      "round_id": 248,
      "timestamp": "2026-04-22T13:12:40Z",
      "mean": 4.8,
      "n_models": 6,
      "ratings_summary": {
        "mistral-small-latest": 3,
        "gpt-4o": 5,
        "claude-sonnet-4-20250514": 6,
        "gemini-3-flash-preview": 6,
        "grok-3-mini": 4,
        "deepseek-r1-0528": 5
      }
    },
    {
      "round_id": 254,
      "timestamp": "2026-04-29T13:30:42Z",
      "mean": 4.2,
      "n_models": 4,
      "ratings_summary": {
        "mistral-small-latest": 2,
        "gpt-4o": 5,
        "claude-sonnet-4-20250514": 6,
        "grok-3-mini": 4
      }
    },
    {
      "round_id": 260,
      "timestamp": "2026-05-13T14:13:30Z",
      "mean": 3.7,
      "n_models": 3,
      "ratings_summary": {
        "mistral-small-latest": 3,
        "gpt-4o": 4,
        "grok-3-mini": 4
      }
    },
    {
      "round_id": 266,
      "timestamp": "2026-05-27T15:00:40Z",
      "mean": 3,
      "n_models": 3,
      "ratings_summary": {
        "mistral-small-latest": 2,
        "gpt-4o": 5,
        "grok-3-mini": 2
      }
    },
    {
      "round_id": 272,
      "timestamp": "2026-06-10T15:04:17Z",
      "mean": 4.4,
      "n_models": 5,
      "ratings_summary": {
        "mistral-small-latest": 4,
        "gpt-4o": 5,
        "claude-sonnet-4-20250514": 6,
        "grok-3-mini": 1,
        "gemini-3-flash-preview": 6
      }
    }
  ]
}