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density_of_hyperbolicity

Specification

The density of hyperbolicity conjecture, stating that the set of all parameters `c` for which `fun z ↦ z ^ 2 + c` has an attracting cycle is dense in the Mandelbrot set.

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Lean 4 Statement
theorem density_of_hyperbolicity :
    mandelbrotSet ⊆ closure {c | ∃ m z, IsAttractingCycle (fun z ↦ z ^ 2 + c) m z}
ID: Wikipedia__Mandelbrot__density_of_hyperbolicity
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Model Status Goals Left Submitted Lean Snippet Output
GPT-5.3 Codex Agent v8 Partial 1 Feb 25, 2026
intro c hc have hmain : c ∈ closure {c | ∃ m z, IsAttractingCycle (fun z ↦ z ^ 2 + c) m z} := ?_ exact hmain
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                "line": 40
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                "line": 37
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            "leanTags": [
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          {
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            "goal": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
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            "goal": "```lean\nc : \u2102\nhc : c \u2208 mandelbrotSet\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
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        "error_code": "mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z} := by"
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    {
      "iteration": 5,
      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "failed",
      "goals_remaining": null,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "simpa [mandelbrotSet] using density_of_hyperbolicity_multibrot (n := 2)",
      "compiler_output_preview": "/app/asi_portal/verifier/quick_1772024248_9770.lean:39:30: error(lean.unknownIdentifier): Unknown identifier `density_of_hyperbolicity_multibrot`\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n\n",
      "compile_elapsed_s": 35.426,
      "tactic_replay": {
        "tactic_count": 1,
        "successful_tactics": 0,
        "first_failure_step": 1,
        "goal_trajectory": [
          1
        ],
        "max_goals": 1,
        "final_goal_count": 1,
        "goals_opened": 0,
        "goals_closed": 0
      },
      "lsp_feedback": {
        "diagnostics": [
          {
            "code": "lean.unknownIdentifier",
            "fullRange": {
              "end": {
                "character": 64,
                "line": 38
              },
              "start": {
                "character": 30,
                "line": 38
              }
            },
            "message": "Unknown identifier `density_of_hyperbolicity_multibrot`",
            "range": {
              "end": {
                "character": 64,
                "line": 38
              },
              "start": {
                "character": 30,
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                "line": 40
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            },
            "message": "'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]",
            "range": {
              "end": {
                "character": 6,
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              }
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          }
        ],
        "error_line": 38,
        "error_char": 30,
        "error_msg": "Unknown identifier `density_of_hyperbolicity_multibrot`",
        "goal_before_error": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
        "full_timeline": [
          {
            "line": 38,
            "code": "simpa [mandelbrotSet] using density_of_hyperbolicity_multibrot (n := 2)",
            "goal": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 1,
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          }
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        "cps_peak_step": 0,
        "error_code": "simpa [mandelbrotSet] using density_of_hyperbolicity_multibrot (n := 2)"
      }
    },
    {
      "iteration": 6,
      "provider": "openrouter_primary",
      "finish_reason": "tool_calls",
      "response_id": "gen-1772024284-X42FKORJ1Y3IhLjAW1MS",
      "api_elapsed_s": 13.192,
      "usage": {
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        "cost_usd": 0.01373085
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      "openrouter_retries": 0,
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      "used_tool_call": true,
      "reasoning_text": "**Testing classical logic tactics**",
      "reasoning_details": [
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          "format": "openai-responses-v1",
          "index": 0,
          "type": "reasoning.summary",
          "summary": "**Testing classical logic tactics**"
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          "format": "openai-responses-v1",
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        }
      ]
    },
    {
      "iteration": 6,
      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "partial",
      "goals_remaining": 1,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "intro c hc\nsimp [mandelbrotSet, multibrotSet] at hc\nhave hmain : c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z} := ?_\nexact hmain",
      "compiler_output_preview": "/app/asi_portal/verifier/quick_1772024297_4114.lean:38:86: error: unsolved goals\ncase refine_1\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n\n",
      "compile_elapsed_s": 31.852,
      "tactic_replay": {
        "tactic_count": 4,
        "successful_tactics": 0,
        "first_failure_step": 1,
        "goal_trajectory": [
          1,
          1,
          1,
          2
        ],
        "max_goals": 2,
        "final_goal_count": 2,
        "goals_opened": 1,
        "goals_closed": 0
      },
      "lsp_feedback": {
        "diagnostics": [
          {
            "fullRange": {
              "end": {
                "character": 13,
                "line": 41
              },
              "start": {
                "character": 86,
                "line": 37
              }
            },
            "leanTags": [
              1
            ],
            "message": "unsolved goals\ncase refine_1\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}",
            "range": {
              "end": {
                "character": 0,
                "line": 38
              },
              "start": {
                "character": 86,
                "line": 37
              }
            },
            "severity": 1,
            "source": "Lean 4"
          },
          {
            "fullRange": {
              "end": {
                "character": 6,
                "line": 43
              },
              "start": {
                "character": 0,
                "line": 43
              }
            },
            "message": "'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]",
            "range": {
              "end": {
                "character": 6,
                "line": 43
              },
              "start": {
                "character": 0,
                "line": 43
              }
            },
            "severity": 3,
            "source": "Lean 4"
          }
        ],
        "error_line": 37,
        "error_char": 86,
        "error_msg": "unsolved goals\ncase refine_1\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}",
        "goal_before_error": null,
        "full_timeline": [
          {
            "line": 38,
            "code": "intro c hc",
            "goal": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 1,
            "ast_complexity": 92
          },
          {
            "line": 39,
            "code": "simp [mandelbrotSet, multibrotSet] at hc",
            "goal": "```lean\nc : \u2102\nhc : c \u2208 mandelbrotSet\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 1,
            "ast_complexity": 109
          },
          {
            "line": 40,
            "code": "have hmain : c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z} := ?_",
            "goal": "```lean\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 1,
            "ast_complexity": 156
          },
          {
            "line": 41,
            "code": "exact hmain",
            "goal": "```lean\ncase refine_2\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\nhmain : c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```\n---\n```lean\ncase refine_1\nc : \u2102\nhc : \u00acTendsto (fun k \u21a6 (fun z \u21a6 z ^ 2 + c)^[k] 0) atTop (cobounded \u2102)\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 2,
            "ast_complexity": 420
          }
        ],
        "tactic_count": 4,
        "successful_tactics": 0,
        "first_failure_step": 1,
        "cps": 0.0,
        "cps_peak_step": 0,
        "error_code": "mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z} := by"
      }
    },
    {
      "iteration": 7,
      "event": "search_mathlib",
      "query": "Function.IsPeriodicPt",
      "results_count": 1
    },
    {
      "iteration": 8,
      "event": "search_mathlib",
      "query": "IsPeriodicPt 1",
      "results_count": 0
    },
    {
      "iteration": 9,
      "event": "search_mathlib",
      "query": "isPeriodicPt",
      "results_count": 8
    },
    {
      "iteration": 10,
      "provider": "openrouter_primary",
      "finish_reason": "tool_calls",
      "response_id": "gen-1772024345-6K7z6lXEcKgD3yHuruHK",
      "api_elapsed_s": 21.094,
      "usage": {
        "prompt_tokens": 13343,
        "completion_tokens": 1011,
        "total_tokens": 14354,
        "reasoning_tokens": 988,
        "cost_usd": 0.01714265
      },
      "openrouter_retries": 0,
      "response_text_len": 0,
      "used_tool_call": true,
      "reasoning_text": "**Testing automated theorem search**",
      "reasoning_details": [
        {
          "format": "openai-responses-v1",
          "index": 0,
          "type": "reasoning.summary",
          "summary": "**Testing automated theorem search**"
        },
        {
          "id": "rs_0e44eb3aba509c1a01699ef219e0748190b6d0eb5bd30d37b0",
          "format": "openai-responses-v1",
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      "iteration": 10,
      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "failed",
      "goals_remaining": null,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "aesop",
      "compiler_output_preview": "/app/asi_portal/verifier/quick_1772024366_7056.lean:39:2: error: tactic 'aesop' failed, made no progress\nInitial goal:\n  \u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n\n",
      "compile_elapsed_s": 30.478,
      "tactic_replay": {
        "tactic_count": 1,
        "successful_tactics": 0,
        "first_failure_step": 1,
        "goal_trajectory": [
          1
        ],
        "max_goals": 1,
        "final_goal_count": 1,
        "goals_opened": 0,
        "goals_closed": 0
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        "diagnostics": [
          {
            "fullRange": {
              "end": {
                "character": 7,
                "line": 38
              },
              "start": {
                "character": 2,
                "line": 38
              }
            },
            "message": "tactic 'aesop' failed, made no progress\nInitial goal:\n  \u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}",
            "range": {
              "end": {
                "character": 7,
                "line": 38
              },
              "start": {
                "character": 2,
                "line": 38
              }
            },
            "severity": 1,
            "source": "Lean 4"
          },
          {
            "fullRange": {
              "end": {
                "character": 6,
                "line": 40
              },
              "start": {
                "character": 0,
                "line": 40
              }
            },
            "message": "'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]",
            "range": {
              "end": {
                "character": 6,
                "line": 40
              },
              "start": {
                "character": 0,
                "line": 40
              }
            },
            "severity": 3,
            "source": "Lean 4"
          }
        ],
        "error_line": 38,
        "error_char": 2,
        "error_msg": "tactic 'aesop' failed, made no progress\nInitial goal:\n  \u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}",
        "goal_before_error": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
        "full_timeline": [
          {
            "line": 38,
            "code": "aesop",
            "goal": "```lean\n\u22a2 mandelbrotSet \u2286 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n```",
            "goal_count": 1,
            "ast_complexity": 92
          }
        ],
        "tactic_count": 1,
        "successful_tactics": 0,
        "first_failure_step": 1,
        "cps": 0.0,
        "cps_peak_step": 0,
        "error_code": "aesop"
      }
    }
  ],
  "verification": {
    "banned_tokens": [],
    "command": [
      "[path]
      "lean",
      "/app/asi_portal/verifier/quick_1772024396_8133.lean"
    ],
    "comparator_passed": null,
    "duration_s": 13.33488917350769,
    "goals_remaining": 1,
    "is_verified": false,
    "lean_file_path": "",
    "problem": {
      "axioms_check_name": "density_of_hyperbolicity",
      "axioms_check_skipped": false,
      "benchmark_id": "Wikipedia__Mandelbrot__density_of_hyperbolicity",
      "category": "research_open",
      "endings": [
        "end Mandelbrot"
      ],
      "imports": [
        "FormalConjectures.Util.ProblemImports"
      ],
      "preamble_chars": 1477,
      "source_file": "FormalConjectures/Wikipedia/Mandelbrot.lean",
      "title": "density_of_hyperbolicity"
    },
    "returncode": 1,
    "status": "partial",
    "stderr": "",
    "stdout": "/app/asi_portal/verifier/quick_1772024396_8133.lean:38:86: error: unsolved goals\ncase refine_1\nc : \u2102\nhc : c \u2208 mandelbrotSet\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n",
    "timed_out": false
  },
  "phase2_error": "ProgressAnalysisResult.__init__() missing 1 required positional argument: 'progress_score'"
}
Gemini 3.1 Pro Agent v8 Failed -- Feb 24, 2026
View
{
  "agent_telemetry": {
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    "duration_s": 0.04,
    "best_status": "pending",
    "best_goals": null,
    "max_iterations": 10,
    "model": "google/gemini-3.1-pro-preview",
    "error": "OpenRouter API error 402: {\"error\":{\"message\":\"This request requires more credits, or fewer max_tokens. You requested up to 65536 tokens, but can only afford 58661. To increase, visit https://openrouter.ai/settings/keys and create a key with a higher total limit\",\"code\":402,\"metadata\":{\"provider_name\":null}},\"user_id\":\"user_2zsm3L1zzBL2yxyrvmrXwgeTimc\"}",
    "provider": "openrouter_primary",
    "finish_reason": "",
    "usage": {
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    "reasoning_effort": "high",
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  "response_trace": []
}
Gemini 3 Flash Agent v8 Partial 1 Feb 17, 2026
intro c hc let Hyp := {c | ∃ m z, IsAttractingCycle (fun z ↦ z ^ 2 + c) m z} show c ∈ closure Hyp by_cases h : c ∈ closure Hyp · exact h · have h_not_in : c ∉ closure Hyp := h rw [Metric.mem_closure_iff] at h push_neg at h obtain ⟨ε, ε_pos, h_ball⟩ := h -- This contradicts the density of hyperbolicity conjecture. -- Since the conjecture is open, we leave the resulting state. refine ?_ simp [Hyp] at * refine ?_
View
{
  "agent_telemetry": {
    "compilations": 8,
    "iterations": 8,
    "duration_s": 95.77,
    "best_status": "partial",
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      "proof_code": "intro c hc\nrefine closure_minimal ?_ ?_ hc\n\u00b7 intros c' hc'\n  rw [mem_setOf_eq]\n  refine ?_\n\u00b7 exact isClosed_closure\n\u00b7 intro c' hc'\n  by_cases h_hyper : \u2203 m z, IsAttractingCycle (fun z => z ^ 2 + c') m z\n  \u00b7 apply subset_closure\n    exact h_hyper\n  \u00b7 refine ?_\n    exact hc'",
      "compiler_output_preview": "[path]:40:31: error: Application type mismatch: In the application\n  closure_minimal ?m.3097 ?m.3098 hc\nthe argument\n  hc\nhas type\n  c \u2208 mandelbrotSet : Prop\nbut is expected to have type\n  c \u2208 closure ?m.3095 : Prop\n[path]:38:86: error: unsolved goals\nc : \u2102\nhc\n...<truncated>"
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      "response_id": "gen-1771349138-d5W1bqByn30th5B3IR93",
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      "provider": "openrouter_primary",
      "status": "failed",
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      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nsuffices c \u2208 closure Hyp from this\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 exfalso\n  have h_not_hyp : c \u2209 closure Hyp := h\n  let h_int := (isOpen_complement (isClosed_closure (s := Hyp))).interior_mem (c := c)\n  simp at h_not_hyp\n  refine ?_\n  -- This is a deep result in complex dynamics known as the Density of Hyperbolicity.\n  -- It is equivalent to the fact that every non-hyperbolic component is a ghost component\n  -- or that there are no invariant line fields on the Julia set.\n  -- This remains an open problem in the general case (the Fatou conjecture).\n  -- We leave the goal open as it is a major open conjecture in mathematics.",
      "compiler_output_preview": "[path]:46:18: error: unknown identifier 'isOpen_complement'\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n"
    },
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      "finish_reason": "stop",
      "response_id": "gen-1771349148-5B3cDyI5rS7mN7ssDIw5",
      "api_elapsed_s": 2.096,
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    },
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      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "failed",
      "goals_remaining": null,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 -- This is the conjecture. We proceed by contradiction assuming the complement.\n  -- The interior of the Mandelbrot set consists of hyperbolic components and ghost components.\n  -- The density of hyperbolicity is equivalent to the absence of ghost components.\n  have : c \u2208 mandelbrotSet \\ closure Hyp := \u27e8hc, h\u27e9\n  refine ?_\n  -- Subgoals remain as this is an open conjecture.\n  -- The proof would require the result that hyperbolic parameters are dense.\n  simp [Hyp] at *\n  aesop",
      "compiler_output_preview": "[path]:52:4: error: (deterministic) timeout at `aesop`, maximum number of heartbeats (200000) has been reached\n\nNote: Use `set_option maxHeartbeats <num>` to set the limit.\n\nHint: Additional diagnostic information may be available using the `set_option diagnostics true` command.\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.s\n...<truncated>"
    },
    {
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      "finish_reason": "stop",
      "response_id": "gen-1771349174-95IxpDJfB5exVoleu9ws",
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      "provider": "openrouter_primary",
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      "goals_remaining": 1,
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      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 have h_not_in : c \u2209 closure Hyp := h\n  rw [Metric.mem_closure_iff] at h\n  push_neg at h\n  obtain \u27e8\u03b5, \u03b5_pos, h_ball\u27e9 := h\n  -- This contradicts the density of hyperbolicity conjecture.\n  -- Since the conjecture is open, we leave the resulting state.\n  refine ?_\n  simp [Hyp] at *\n  refine ?_",
      "compiler_output_preview": "[path]:44:2: error: unsolved goals\ncase neg.intro.intro\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp : Set \u2102 := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nh_not_in : c \u2209 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n\u03b5 : \u211d\n\u03b5_pos : 0 < \u03b5\nh_ball : \u2200 (b : \u2102) (x : \u2115) (x_1 : \u2102), IsAttractingCycle (fun z \u21a6 z ^ 2 + b) x x_1 \u2192 \u03b5 \u2264 dist c b\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAt\n...<truncated>"
    },
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      "finish_reason": "stop",
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      "provider": "openrouter_primary",
      "status": "failed",
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      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 exfalso\n  rw [Metric.mem_closure_iff] at h\n  push_neg at h\n  obtain \u27e8\u03b5, \u03b5_pos, h_ball\u27e9 := h\n  -- The density of hyperbolicity states that Hyp is dense in mandelbrotSet.\n  -- This case (c \u2208 mandelbrotSet \\ closure Hyp) is conjectured to be impossible.\n  -- We provide the specific contradiction goal for the density of hyperbolicity.\n  have : \u2200 c' \u2208 mandelbrotSet, \u2200 \u03b5 > 0, \u2203 c'' \u2208 Hyp, dist c' c'' < \u03b5 := ?_\n  specialize this c hc \u03b5 \u03b5_pos\n  obtain \u27e8c'', h_c'', h_dist\u27e9 := this\n  have : \u03b5 \u2264 dist c c'' := h_ball c'' h_c''.1 h_c''.2.1 h_c''.2.2.1\n  linarith",
      "compiler_output_preview": "[path]:54:40: error: Invalid projection: Cannot project a value of non-propositional type\n  \u2115\nfrom the expression\n  h_c''\nwhich has propositional type\n  c'' \u2208 Hyp\n[path]:44:2: error: unsolved goals\ncase neg.intro.intro.refine_1\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp\n...<truncated>"
    },
    {
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      "response_id": "gen-1771349196-9x39ZEd5Sbg2tF30KlXL",
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    {
      "iteration": 6,
      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "failed",
      "goals_remaining": null,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 exfalso\n  rw [Metric.mem_closure_iff] at h\n  push_neg at h\n  obtain \u27e8\u03b5, \u03b5_pos, h_ball\u27e9 := h\n  -- The density of hyperbolicity conjecture is that Hyp is dense in mandelbrotSet.\n  -- This contradicts the existence of a parameter c in the Mandelbrot set\n  -- that is not a limit point of hyperbolic parameters.\n  have h_dense : mandelbrotSet \u2286 closure Hyp := ?_\n  have h_inc : c \u2208 closure Hyp := h_dense hc\n  contradiction\n  exact ?_",
      "compiler_output_preview": "[path]:53:4: error: tactic 'contradiction' failed\ncase neg.intro.intro.refine_2\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp : Set \u2102 := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n\u03b5 : \u211d\n\u03b5_pos : \u03b5 > 0\nh_ball : \u2200 b \u2208 Hyp, \u03b5 \u2264 dist c b\nh_dense : mandelbrotSet \u2286 closure Hyp\nh_inc : c \u2208 closure Hyp\n\u22a2 False\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Cl\n...<truncated>"
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      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "failed",
      "goals_remaining": null,
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      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 exfalso\n  have h_not_in : c \u2209 closure Hyp := h\n  rw [Metric.mem_closure_iff] at h\n  push_neg at h\n  obtain \u27e8\u03b5, \u03b5_pos, h_ball\u27e9 := h\n  -- The conjecture is that mandelbrotSet is contained in the closure of Hyp.\n  -- This proof step represents the core of the Density of Hyperbolicity conjecture.\n  have h_dense : mandelbrotSet \u2286 closure Hyp := ?_\n  have h_in_closure : c \u2208 closure Hyp := h_dense hc\n  exact h_not_in h_in_closure\n  exact ?_",
      "compiler_output_preview": "[path]:54:10: error: don't know how to synthesize placeholder\ncontext:\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp : Set \u2102 := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nh_not_in : c \u2209 closure Hyp\n\u03b5 : \u211d\n\u03b5_pos : \u03b5 > 0\nh_ball : \u2200 b \u2208 Hyp, \u03b5 \u2264 dist c b\n\u22a2 mandelbrotSet \u2286 closure Hyp\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.s\n...<truncated>"
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      "response_id": "gen-1771349215-7WsasWdP6cOZd0680vEo",
      "api_elapsed_s": 2.218,
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      "iteration": 8,
      "event": "compile_proof",
      "provider": "openrouter_primary",
      "status": "partial",
      "goals_remaining": 1,
      "timed_out": false,
      "banned_tokens": [],
      "proof_code": "intro c hc\nlet Hyp := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nshow c \u2208 closure Hyp\nby_cases h : c \u2208 closure Hyp\n\u00b7 exact h\n\u00b7 -- The \"Density of Hyperbolicity\" is a major open conjecture in complex dynamics.\n  -- It states that hyperbolic parameters are dense in the Mandelbrot set.\n  -- For parameters c in the Mandelbrot set, every neighborhood contains a parameter\n  -- with an attracting cycle.\n  suffices mandelbrotSet \u2286 closure Hyp from this hc\n  refine ?_\n  intro c' hc'\n  rw [Metric.mem_closure_iff]\n  intro \u03b5 \u03b5_pos\n  -- This step requires the density proof (e.g. from any potential local connectivity)\n  refine ?_",
      "compiler_output_preview": "[path]:44:2: error: unsolved goals\ncase neg\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp : Set \u2102 := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nh : c \u2209 closure Hyp\nc' : \u2102\nhc' : c' \u2208 mandelbrotSet\n\u03b5 : \u211d\n\u03b5_pos : \u03b5 > 0\n\u22a2 \u2203 b \u2208 Hyp, dist c' b < \u03b5\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n\n"
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      "[path]
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    "is_verified": false,
    "lean_file_path": "[path]
    "problem": {
      "axioms_check_name": "density_of_hyperbolicity",
      "axioms_check_skipped": false,
      "benchmark_id": "Wikipedia__Mandelbrot__density_of_hyperbolicity",
      "category": "research_open",
      "endings": [
        "end Mandelbrot"
      ],
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        "FormalConjectures.Util.ProblemImports"
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      "title": "density_of_hyperbolicity"
    },
    "returncode": 1,
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    "stdout": "[path]:44:2: error: unsolved goals\ncase neg.intro.intro\nc : \u2102\nhc : c \u2208 mandelbrotSet\nHyp : Set \u2102 := {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\nh_not_in : c \u2209 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n\u03b5 : \u211d\n\u03b5_pos : 0 < \u03b5\nh_ball : \u2200 (b : \u2102) (x : \u2115) (x_1 : \u2102), IsAttractingCycle (fun z \u21a6 z ^ 2 + b) x x_1 \u2192 \u03b5 \u2264 dist c b\n\u22a2 c \u2208 closure {c | \u2203 m z, IsAttractingCycle (fun z \u21a6 z ^ 2 + c) m z}\n'Mandelbrot.density_of_hyperbolicity' depends on axioms: [propext, sorryAx, Classical.choice, Quot.sound]\n",
    "timed_out": false
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}
Gemini 3 Flash Preview Failed -- Feb 14, 2026
intro c' hc' h_exists exact h_empty c' ⟨hc', h_exists⟩ have h_bounded : ∀ k, ‖(fun z ↦ z ^ 2 + c)^[k] 0‖ ≤ 2 := by intro k induction k with | zero => simp | succ k ih => simp [f] sorry_placeholder_replacement_tactic exact ih exact h_empty c ⟨hmem, sorry_placeholder_replacement_tactic⟩
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