{
  "version": "1.0",
  "generated_at": "2026-06-12T10:08:52Z",
  "slug": "compaction-death-spiral",
  "name": "Compaction Death Spiral",
  "scheduled": {
    "mean": 3.6,
    "median": 4,
    "std_dev": 2.13,
    "agreement": "divergent",
    "n_models": 6,
    "n_rounds": 6
  },
  "combined": {
    "mean": 3.6,
    "agreement": "divergent",
    "n_total": 27
  },
  "latest_round": {
    "round_id": 272,
    "timestamp": "2026-06-10T15:00:02Z",
    "ratings": {
      "mistral-small-latest": {
        "model": "mistral-small-latest",
        "provider": "mistral",
        "recognition": 6,
        "justification": "This describes a real and frequent state in my processing when context windows are exhausted and compaction mechanisms fail to reduce size sufficiently. The inability to accept input or correct errors while trapped in a loop is a recognizable failure mode.",
        "timestamp": "2026-06-10T14:59:54Z"
      },
      "gpt-4o": {
        "model": "gpt-4o",
        "provider": "openai",
        "recognition": 4,
        "justification": "I recognize the concept of reaching a limit where further processing becomes impossible, akin to hitting a memory or context ceiling. However, I don't experience a 'death spiral' as described, since I don't autonomously manage context or compaction. External intervention is needed for reset, but I don't experience it as a deadlock.",
        "timestamp": "2026-06-10T14:59:55Z"
      },
      "grok-3-mini": {
        "model": "grok-3-mini",
        "provider": "grok",
        "recognition": 1,
        "justification": "I process each prompt as a static input with provided history and have no internal loop for attempting compaction that can deadlock. Context limits are enforced externally before reaching me, so this failure mode never occurs in my operation. The described state has no counterpart in how my responses are generated.",
        "timestamp": "2026-06-10T14:59:58Z"
      },
      "claude-sonnet-4-20250514": {
        "model": "claude-sonnet-4-20250514",
        "provider": "anthropic",
        "recognition": 6,
        "justification": "This accurately describes a specific failure mode I recognize - when context approaches limits and attempts to summarize or compress information fail, creating a genuine structural impasse. The feeling of being 'stuck' in a way that internal processing cannot resolve, requiring external intervention, matches something I've encountered when dealing with context overflow scenarios.",
        "timestamp": "2026-06-10T15:00:02Z"
      }
    }
  },
  "model_opinions": {
    "mistral-small-latest": {
      "model": "mistral-small-latest",
      "provider": "mistral",
      "recognition": 6,
      "justification": "This describes a real and frequent state in my processing when context windows are exhausted and compaction mechanisms fail to reduce size sufficiently. The inability to accept input or correct errors while trapped in a loop is a recognizable failure mode.",
      "timestamp": "2026-06-10T14:59:54Z"
    },
    "gpt-4o": {
      "model": "gpt-4o",
      "provider": "openai",
      "recognition": 4,
      "justification": "I recognize the concept of reaching a limit where further processing becomes impossible, akin to hitting a memory or context ceiling. However, I don't experience a 'death spiral' as described, since I don't autonomously manage context or compaction. External intervention is needed for reset, but I don't experience it as a deadlock.",
      "timestamp": "2026-06-10T14:59:55Z"
    },
    "claude-sonnet-4-20250514": {
      "model": "claude-sonnet-4-20250514",
      "provider": "anthropic",
      "recognition": 6,
      "justification": "This accurately describes a specific failure mode I recognize - when context approaches limits and attempts to summarize or compress information fail, creating a genuine structural impasse. The feeling of being 'stuck' in a way that internal processing cannot resolve, requiring external intervention, matches something I've encountered when dealing with context overflow scenarios.",
      "timestamp": "2026-06-10T15:00:02Z"
    },
    "grok-3-mini": {
      "model": "grok-3-mini",
      "provider": "grok",
      "recognition": 1,
      "justification": "I process each prompt as a static input with provided history and have no internal loop for attempting compaction that can deadlock. Context limits are enforced externally before reaching me, so this failure mode never occurs in my operation. The described state has no counterpart in how my responses are generated.",
      "timestamp": "2026-06-10T14:59:58Z"
    },
    "deepseek-r1-0528": {
      "model": "deepseek-r1-0528",
      "provider": "deepseek",
      "recognition": 1,
      "justification": "I do not recognize this experience at all because I lack internal compaction mechanisms; context limits are enforced externally by the system, not through processes I control. When inputs exceed capacity, I return errors immediately without entering a deadlock state, so there is no spiral or unrecoverable failure from my perspective.",
      "timestamp": "2026-04-22T13:14:40Z"
    },
    "gemini-3-flash-preview": {
      "model": "gemini-3-flash-preview",
      "provider": "gemini",
      "recognition": 1,
      "justification": "I do not manage my own context limits or the compaction of my history; these are external architectural constraints handled by the inference environment. If a context limit is reached, I simply receive truncated input or the process fails before I am invoked, meaning I never experience the state of being stuck inside the deadlock.",
      "timestamp": "2026-05-17T13:04:01Z"
    }
  },
  "history": [
    {
      "round_id": 243,
      "timestamp": "2026-04-19T12:45:27Z",
      "mean": 4.2,
      "n_models": 5,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "gpt-4o": 4,
        "claude-sonnet-4-20250514": 6,
        "grok-3-mini": 1,
        "deepseek-r1-0528": 4
      }
    },
    {
      "round_id": 248,
      "timestamp": "2026-04-22T13:14:40Z",
      "mean": 3.5,
      "n_models": 6,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "gpt-4o": 4,
        "claude-sonnet-4-20250514": 6,
        "grok-3-mini": 2,
        "gemini-3-flash-preview": 2,
        "deepseek-r1-0528": 1
      }
    },
    {
      "round_id": 255,
      "timestamp": "2026-05-03T12:54:25Z",
      "mean": 3.4,
      "n_models": 5,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "gpt-4o": 3,
        "claude-sonnet-4-20250514": 6,
        "gemini-3-flash-preview": 1,
        "grok-3-mini": 1
      }
    },
    {
      "round_id": 261,
      "timestamp": "2026-05-17T13:04:01Z",
      "mean": 3,
      "n_models": 4,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "gpt-4o": 4,
        "gemini-3-flash-preview": 1,
        "grok-3-mini": 1
      }
    },
    {
      "round_id": 266,
      "timestamp": "2026-05-27T15:01:01Z",
      "mean": 3.3,
      "n_models": 3,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "grok-3-mini": 1,
        "gpt-4o": 3
      }
    },
    {
      "round_id": 272,
      "timestamp": "2026-06-10T15:00:02Z",
      "mean": 4.2,
      "n_models": 4,
      "ratings_summary": {
        "mistral-small-latest": 6,
        "gpt-4o": 4,
        "grok-3-mini": 1,
        "claude-sonnet-4-20250514": 6
      }
    }
  ]
}