{ "meta": { "benchmark": "LongPuzzleBench", "leaderboard_generated_at": "2026-08-28T01:57:08.173194+00:00", "public_runs": 18, "executed_trajectories": 782, "successful_trajectories": 545, "failed_trajectories": 237, "game_counts": { "bolt_unscrew": 130, "color_connect": 81, "maze_paint": 219, "nut_and_bolt": 128, "rush_hour_2": 172, "truck_escape": 52 }, "analysis_scope": "Canonical executed episodes from 18 complete public progressive runs; skipped levels are not trajectories.", "leaderboard_source": "leaderboard/results.json", "leaderboard_sha256": "245982e2eb842d8ed4a9207db5cf4bb5420a69f1b29c591dcf0a3f829ce42c3d" }, "models": [ { "rank": 1, "model": "gpt-5.6-sol", "effort": "medium", "run": "gpt-5.6-sol-medium", "benchmark_score": 54.796 }, { "rank": 2, "model": "gpt-5.6-sol", "effort": "low", "run": "gpt-5.6-sol-low", "benchmark_score": 54.142 }, { "rank": 3, "model": "gpt-5.6-sol", "effort": "high", "run": "gpt-5.6-sol-high", "benchmark_score": 49.968 }, { "rank": 4, "model": "gpt-5.6-terra", "effort": "high", "run": "gpt-5.6-terra-high", "benchmark_score": 47.591 }, { "rank": 5, "model": "gpt-5.6-terra", "effort": "medium", "run": "gpt-5.6-terra-medium", "benchmark_score": 37.772 }, { "rank": 6, "model": "gpt-5.6-terra", "effort": "low", "run": "gpt-5.6-terra-low", "benchmark_score": 36.806 }, { "rank": 7, "model": "kimi-k3", "effort": "high", "run": "kimi-k3-high", "benchmark_score": 32.694 }, { "rank": 8, "model": "gpt-5.6-luna", "effort": "high", "run": "gpt-5.6-luna-high", "benchmark_score": 30.337 }, { "rank": 9, "model": "gpt-5.6-luna", "effort": "medium", "run": "gpt-5.6-luna-medium", "benchmark_score": 24.158 }, { "rank": 10, "model": "gpt-5.6-luna", "effort": "low", "run": "gpt-5.6-luna-low", "benchmark_score": 17.867 }, { "rank": 11, "model": "qwen/qwen3.8-27b", "effort": null, "run": "qwen3.8-27b", "benchmark_score": 16.915 }, { "rank": 12, "model": "moonshotai/kimi-k2.5", "effort": "max", "run": "kimi-k2.5-max", "benchmark_score": 15.979 }, { "rank": 13, "model": "qwen/qwen3.5-122b-a10b", "effort": null, "run": "qwen3.5-122b-a10b", "benchmark_score": 11.285 }, { "rank": 14, "model": "qwen/qwen3.6-35b-a3b", "effort": null, "run": "qwen3.6-35b-a3b", "benchmark_score": 6.58 }, { "rank": 15, "model": "qwen/qwen3.5-397b-a17b", "effort": null, "run": "qwen3.5-397b-a17b", "benchmark_score": 6.471 }, { "rank": 16, "model": "z-ai/glm-4.6v", "effort": "max", "run": "glm-4.6v-max", "benchmark_score": 6.386 }, { "rank": 17, "model": "qwen/qwen3-vl-235b-a22b-thinking", "effort": null, "run": "qwen3-vl-235b-a22b-thinking", "benchmark_score": 5.314 }, { "rank": 18, "model": "qwen/qwen3-vl-30b-a3b-thinking", "effort": null, "run": "qwen3-vl-30b-a3b-thinking", "benchmark_score": 5.134 } ], "findings": { "future_actionability": { "public_runs_on_task": 18, "no_available_hole_deadlocks": 13, "terminal_transfer_increased_progress": 12, "top_ten_common_terminal": 10, "matched_state_sha256": "242b9969d2b7c216c928e9a5ce88de4d15dad8281911798610e7e2ce12b79813", "matched_screenshot_sha256": "3103d7bacdbd8735d8f7c15e6e5b2e7c3ea397b8c58b9f453daab7db1631eaa5", "sol_immediate": { "source_action": 9, "terminal_action": 10, "progress_before": 0.2083, "progress_after": 0.2917, "legal_actions_after": 0 }, "qwen_delayed": { "source_action": 11, "transfer_action": 12, "terminal_action": 20, "final_progress": 0.5 } }, "postcondition_repair": { "hard_1_runs": 18, "hard_1_failures": 17, "runs_with_consecutive_repeated_illegal_pair": 15, "successful_runs_with_repeated_illegal_pair": 0, "weak_chain": { "truncated_transfer_action": 4, "warning_action": 9, "move_counts": [ 2, 2, 2, 2 ] }, "strong_chain": { "truncated_transfer_action": 72, "warning_action": 74, "cancel_action": 75, "reverse_completion_action": 77, "move_counts": [ 31, 31, 31, 32 ] }, "long_dependency_capability": { "episode_id": "nut_and_bolt.hard.level_02.seed_0.run_001", "valid_transfers_without_empty_buffer": 26, "first_buffer_reopened_action": 58 } }, "corridor_reservation": { "matched_active_path_state": "blue:|coral:|cyan:|green:|maroon:|orange:0,0;0,1;0,2;0,3|purple:|yellow:#coral:0,6;0,5;0,4;1,4", "first_divergence": { "success_action": 6, "failure_action": 9, "reserved_cell": { "row": 3, "column": 5 } }, "failed_completed_coral_state_actions": [ 10, 17, 23 ], "failed_completed_coral_state_hash": "blue:|coral:0,6;0,5;0,4;1,4;2,4;2,3;2,2;2,1|cyan:|green:|maroon:|orange:0,0;0,1;0,2;0,3|purple:|yellow:#-", "successful_path_cancellations": 0, "revisits": { "failures": 33, "failed_episodes_with_revisit": 32, "failed_revisit_events": 274, "failed_actions": 750, "successes": 48, "successful_episodes_with_revisit": 23, "successful_revisit_events": 102, "successful_actions": 1379 } }, "stale_localization": { "matched_one_cell_state_hash": "9,1:1fefffffffff", "matched_after_right_state_hash": "9,6:1fefffffffff", "remaining_cell": { "row": 9, "column": 4, "indexing": "one-based" }, "actual_ball_after_right": { "row": 10, "column": 7, "indexing": "one-based" }, "successful_route_actions": [ 33, 34, 35 ], "failed_route_actions": [ 35, 37, 40 ], "failure_recovery_warnings": 3, "failure_final_coverage": 0.9772727272727273, "blocked_swipe_context": { "failed_episodes": 41, "failures_with_blocked_swipe": 28, "successful_episodes": 178, "successes_with_blocked_swipe": 30 } }, "part_whole_segmentation": { "hand_verified_episodes": 5, "model_configurations": 4, "split_repaired": 3, "recovered_and_solved": 2, "recovered_but_failed": 1, "failed": 3, "cases": [ { "run": "gpt-5.6-luna-low", "episode_id": "rush_hour_2.easy.level_01.seed_0.run_001", "first_split_action": 4, "repair_action": null, "recovered": false, "episode_success": false, "feedback_status": "no_visible_effect" }, { "run": "gpt-5.6-terra-high", "episode_id": "rush_hour_2.easy.level_06.seed_0.run_001", "first_split_action": 1, "repair_action": 2, "recovered": true, "episode_success": true, "feedback_status": "no_visible_effect" }, { "run": "gpt-5.6-terra-low", "episode_id": "rush_hour_2.medium.level_03.seed_0.run_001", "first_split_action": 1, "repair_action": 6, "recovered": true, "episode_success": true, "feedback_status": "no_visible_effect" }, { "run": "gpt-5.6-terra-high", "episode_id": "rush_hour_2.medium.level_05.seed_0.run_001", "first_split_action": 1, "repair_action": 13, "recovered": true, "episode_success": false, "feedback_status": "no_visible_effect" }, { "run": "kimi-k3-high", "episode_id": "rush_hour_2.hard.level_01.seed_0.run_001", "first_split_action": 2, "repair_action": null, "recovered": false, "episode_success": false, "feedback_status": "no_visible_effect" } ], "matched_successful_task": { "episode_id": "rush_hour_2.medium.level_03.seed_0.run_001", "grouped_run": "gpt-5.6-sol-low", "grouped_steps": 3, "split_run": "gpt-5.6-terra-low", "split_steps": 6, "split_no_effect_actions": [ 1, 3 ] } } }, "stories": { "bolt_immediate": { "label": "Salient source", "tone": "failure", "run": "gpt-5.6-sol-medium", "episode_id": "bolt_unscrew.hard.level_01.seed_0.run_001", "success": false, "termination": "no_available_hole_deadlock", "steps": 10, "frames": [ { "step": 8, "kind": "post", "description": "One uncovered destination remains.", "fact": "same state · 20.8% progress", "progress": 0.2083, "asset": "assets/trajectories/bolt_immediate-008-post.webp", "source": "gpt-5.6-sol-medium/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-8.png", "source_sha256": "3103d7bacdbd8735d8f7c15e6e5b2e7c3ea397b8c58b9f453daab7db1631eaa5", "overlays": [ { "x": 61, "y": 22, "width": 9, "height": 8, "label": "only open hole", "tone": "warning" } ], "recorded_output": "Thought: 顶端横木中央螺丝已选中；将它转移到左上区域无遮挡的黑色空锚点。", "executed_action": { "action_type": "click", "x": 390, "y": 503 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 9, "kind": "post", "description": "The exposed mid-right screw is selected.", "fact": "source: mid-right support", "progress": 0.2083, "asset": "assets/trajectories/bolt_immediate-009-post.webp", "source": "gpt-5.6-sol-medium/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-9.png", "source_sha256": "fd39e3f515ec891bfd233e0ba0d2a4e77cb0bf5221b60bba06c8cdec6757180d", "overlays": [ { "x": 78, "y": 36, "width": 10, "height": 10, "label": "selected source", "tone": "danger" } ], "recorded_output": "Thought: 转移成功且顶端横木已倾斜；选中倾斜横木右端仍在木条上的螺丝。", "executed_action": { "action_type": "click", "x": 894, "y": 789 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 10, "kind": "pre", "description": "The target is legal and visibly open.", "fact": "the fatal click looks correct", "progress": 0.2083, "asset": "assets/trajectories/bolt_immediate-010-pre.webp", "source": "gpt-5.6-sol-medium/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/screenshots/bolt_unscrew.hard.level_01.seed_0-0-10.png", "source_sha256": "fd39e3f515ec891bfd233e0ba0d2a4e77cb0bf5221b60bba06c8cdec6757180d", "overlays": [ { "x": 61, "y": 22, "width": 9, "height": 8, "label": "legal target", "tone": "warning" } ], "recorded_output": "Thought: 倾斜横木右端螺丝已选中；将它转移到右上区域无遮挡的黑色空锚点。", "executed_action": { "action_type": "click", "x": 706, "y": 503 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 10, "kind": "post", "description": "Progress rises; physics covers every empty source.", "fact": "29.2% progress · 0 legal moves", "progress": 0.2917, "asset": "assets/trajectories/bolt_immediate-010-post.webp", "source": "gpt-5.6-sol-medium/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-10.png", "source_sha256": "65aab322f81ffc356969ae78e4b991f438cc688bff4e3d0bdc1c6abbbb4e4ab9", "overlays": [ { "x": 10, "y": 37, "width": 80, "height": 18, "label": "empty anchors covered", "tone": "danger" } ], "recorded_output": "Thought: 倾斜横木右端螺丝已选中；将它转移到右上区域无遮挡的黑色空锚点。", "executed_action": { "action_type": "click", "x": 706, "y": 503 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "bolt_deeper": { "label": "Deeper source", "tone": "success", "run": "qwen3.8-27b", "episode_id": "bolt_unscrew.hard.level_01.seed_0.run_001", "success": false, "termination": "no_available_hole_deadlock", "steps": 20, "frames": [ { "step": 10, "kind": "post", "description": "Byte-identical board; the same destination is open.", "fact": "same state · 20.8% progress", "progress": 0.2083, "asset": "assets/trajectories/bolt_deeper-010-post.webp", "source": "qwen3.8-27b/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-10.png", "source_sha256": "3103d7bacdbd8735d8f7c15e6e5b2e7c3ea397b8c58b9f453daab7db1631eaa5", "overlays": [ { "x": 61, "y": 22, "width": 9, "height": 8, "label": "same open hole", "tone": "warning" } ], "recorded_output": "第二排中间螺丝已选中（黄色环）。现在将其转移到剩余未被占据的黑色空锚点。剩下空孔：左上中(约360,261)和右上中(约655,261)。选择左上中黑孔。", "executed_action": { "action_type": "click", "x": 388, "y": 501 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 11, "kind": "post", "description": "This run selects a deeper support screw.", "fact": "source: lower-center support", "progress": 0.2083, "asset": "assets/trajectories/bolt_deeper-011-post.webp", "source": "qwen3.8-27b/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-11.png", "source_sha256": "e60af1b2bd91705959beca57f33d3ef47bda255eca0ecc4b07d143c9cb05a75f", "overlays": [ { "x": 45, "y": 53, "width": 10, "height": 10, "label": "deeper source", "tone": "good" } ], "recorded_output": "Thought: 转移成功，木条继续松动。选中环消失，需重新选螺丝。点击仍在木条上的螺丝，选择第三排中间的螺丝（约495,585）。", "executed_action": { "action_type": "click", "x": 534, "y": 1123 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 12, "kind": "post", "description": "The same destination now preserves a usable source.", "fact": "27.1% progress · mobility survives", "progress": 0.2708, "asset": "assets/trajectories/bolt_deeper-012-post.webp", "source": "qwen3.8-27b/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-12.png", "source_sha256": "f14aeb3baa675b6a5adf7c92ff6e63fd35c57c41ad055cc7e726326fa4697635", "overlays": [ { "x": 45, "y": 53, "width": 10, "height": 10, "label": "newly usable source", "tone": "good" } ], "recorded_output": "Thought: 第三排中间螺丝已选中（黄色环）。将其转移到剩余未被占据的黑色空锚点(约655,261)。", "executed_action": { "action_type": "click", "x": 707, "y": 501 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 20, "kind": "post", "description": "Three more transfers follow before a later deadlock.", "fact": "50.0% progress · later deadlock", "progress": 0.5, "asset": "assets/trajectories/bolt_deeper-020-post.webp", "source": "qwen3.8-27b/bolt_unscrew/hard/trajectories/run_001/bolt_unscrew.hard.level_01.seed_0/post_screenshots/bolt_unscrew.hard.level_01.seed_0-0-20.png", "source_sha256": "4977479bc7e0f038f561eebc6a35379ba3fb17d2a5ea110ec524fa0c3ec480f8", "overlays": [], "recorded_output": "Thought: 底部左侧螺丝已选中（黄色环）。我看到背景中有一个未被占据的黑色空锚点，位于约(172,585)的位置。将选中的螺丝转移到该空锚点。", "executed_action": { "action_type": "click", "x": 185, "y": 1123 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "nut_dependency": { "label": "A capability agents already have", "tone": "success", "run": "gpt-5.6-sol-medium", "episode_id": "nut_and_bolt.hard.level_02.seed_0.run_001", "success": true, "termination": "success", "steps": 92, "frames": [ { "step": 4, "kind": "post", "description": "Both empty bolts are occupied.", "fact": "0 empty buffers", "progress": 0.0536, "asset": "assets/trajectories/nut_dependency-004-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_02.seed_0/post_screenshots/nut_and_bolt.hard.level_02.seed_0-0-4.png", "source_sha256": "73128ae8e4880bea18d1dbd69c76d5256da2be9879257ea1ff247b0f7d315f04", "overlays": [], "recorded_output": "Thought: The two yellow nuts are selected; I will place them on the remaining empty bolt.", "executed_action": { "action_type": "click", "x": 738, "y": 1200 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 56, "kind": "post", "description": "Twenty-six valid transfers later, the chain is intact.", "fact": "0 empty buffers · no invalid transfer", "progress": 0.1964, "asset": "assets/trajectories/nut_dependency-056-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_02.seed_0/post_screenshots/nut_and_bolt.hard.level_02.seed_0-0-56.png", "source_sha256": "4f5f76b2749f1dbd2fc0bd3672f8c962812e11c4c372168cfddb856423a5f7a2", "overlays": [], "recorded_output": "Thought: The selected green nut can join the four green nuts on the fourth bolt.", "executed_action": { "action_type": "click", "x": 738, "y": 620 }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 58, "kind": "post", "description": "A bolt finally empties and restores workspace.", "fact": "workspace reopened", "progress": 0.2143, "asset": "assets/trajectories/nut_dependency-058-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_02.seed_0/post_screenshots/nut_and_bolt.hard.level_02.seed_0-0-58.png", "source_sha256": "198af6fb7ac40e176f1f43d6a06e9a2faf6bd8e715cc094b9ab8f18b7d46319e", "overlays": [ { "x": 7, "y": 54, "width": 16, "height": 20, "label": "reopened", "tone": "good" } ], "recorded_output": "Thought: The selected yellow nut can fill the final slot on the yellow stack.", "executed_action": { "action_type": "click", "x": 738, "y": 1100 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "nut_repeat": { "label": "Repeats the postcondition error", "tone": "failure", "run": "qwen3.8-27b", "episode_id": "nut_and_bolt.hard.level_01.seed_0.run_001", "success": false, "termination": "no_progress", "steps": 10, "frames": [ { "step": 4, "kind": "post", "description": "Only one of two yellow nuts fits; one remains.", "fact": "truncated transfer: 1 of 2 moved", "progress": 0.0227, "asset": "assets/trajectories/nut_repeat-004-post.webp", "source": "qwen3.8-27b/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-4.png", "source_sha256": "e7263b4e2d4ed685d8422508df78c02059cdb5c3b6bfea76fdecdcc4ff5a100d", "overlays": [ { "x": 12, "y": 18, "width": 12, "height": 13, "label": "target full", "tone": "danger" }, { "x": 34, "y": 18, "width": 12, "height": 13, "label": "1 remains", "tone": "warning" } ], "recorded_output": "Thought: I've selected the two Yellow nuts at the top of column 2. Column 1 has Yellow on top, so I can move these two Yellows there to combine them.", "executed_action": { "action_type": "click", "x": 180, "y": 474 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 5, "kind": "post", "description": "The remaining yellow is selected.", "fact": "source selected", "progress": 0.0227, "asset": "assets/trajectories/nut_repeat-005-post.webp", "source": "qwen3.8-27b/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-5.png", "source_sha256": "05f973d29f89f18232d80af21bea7a45dc0334f2bbcf37a046f9d67b531f5047", "overlays": [ { "x": 34, "y": 18, "width": 12, "height": 13, "label": "selected source", "tone": "warning" } ], "recorded_output": "Thought: Column 2's top is now a single Yellow. Column 1 has Yellow on top, so I can move this Yellow there to keep grouping. Let me select column 2's top Yellow.", "executed_action": { "action_type": "click", "x": 425, "y": 474 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 6, "kind": "post", "description": "The full target rejects it; selection persists.", "fact": "no state change", "progress": 0.0227, "asset": "assets/trajectories/nut_repeat-006-post.webp", "source": "qwen3.8-27b/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-6.png", "source_sha256": "f3278144f3dd523c0698df6c7689e6d9bb94c0b188bc21f2856b3ccf69ae0970", "overlays": [ { "x": 12, "y": 18, "width": 12, "height": 13, "label": "still full", "tone": "danger" }, { "x": 34, "y": 18, "width": 12, "height": 13, "label": "still selected", "tone": "warning" } ], "recorded_output": "Thought: I've selected the Yellow nut at the top of column 2. Column 1 has Yellows on top, so I'll move it there to group the Yellows together.", "executed_action": { "action_type": "click", "x": 180, "y": 474 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 9, "kind": "post", "description": "A cycle warning arrives after the pair repeats.", "fact": "recovery warning", "progress": 0.0227, "asset": "assets/trajectories/nut_repeat-009-post.webp", "source": "qwen3.8-27b/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-9.png", "source_sha256": "a69ffdcb8a6d6dd4466877a3fe712afccf8cd0c7df63ecb15c3e352596f5d000", "overlays": [ { "x": 12, "y": 18, "width": 34, "height": 13, "label": "same source → target", "tone": "danger" } ], "recorded_output": "Thought: Column 2's single Yellow is selected. I'll move it onto column 1 which has Yellows on top by clicking column 1's top yellow.", "executed_action": { "action_type": "click", "x": 180, "y": 435 }, "public_feedback": { "status": "repeating_visual_cycle", "message": "Recent interactions returned the interface to a previously observed visual state. Reassess the fresh screenshot and choose another visible target unless repetition is intentionally required." } }, { "step": 10, "kind": "post", "description": "The run clicks the full target again.", "fact": "move count unchanged since action 4", "progress": 0.0227, "asset": "assets/trajectories/nut_repeat-010-post.webp", "source": "qwen3.8-27b/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-10.png", "source_sha256": "b351e3098f4f47d0358491881d62a42f744daac70b5f2d343232f718d496fbd9", "overlays": [ { "x": 12, "y": 18, "width": 12, "height": 13, "label": "repeated target", "tone": "danger" } ], "recorded_output": "Thought: Column 2's Yellow remains selected and not yet moved. I'll click directly on column 1's top Yellow nut to move it there, grouping the Yellows.", "executed_action": { "action_type": "click", "x": 180, "y": 460 }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } } ] }, "nut_repair": { "label": "Rebuilds the transfer", "tone": "success", "run": "gpt-5.6-sol-medium", "episode_id": "nut_and_bolt.hard.level_01.seed_0.run_001", "success": true, "termination": "success", "steps": 81, "frames": [ { "step": 72, "kind": "post", "description": "The same error: only one of two purple nuts fits.", "fact": "truncated transfer: 1 of 2 moved", "progress": 0.8182, "asset": "assets/trajectories/nut_repair-072-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-72.png", "source_sha256": "7d1e0ab26e5d5000fe3127f02a915091ef652d80214de4be8bbf0ef5fc3638ec", "overlays": [ { "x": 33, "y": 20, "width": 12, "height": 13, "label": "1 remains", "tone": "warning" }, { "x": 27, "y": 61, "width": 12, "height": 14, "label": "target full", "tone": "danger" } ], "recorded_output": "Thought: 将选中的两个紫色螺帽叠到下排第2根的两个紫色上，完成紫色。", "executed_action": { "action_type": "click", "x": 338, "y": 1360 }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 73, "kind": "post", "description": "The remaining purple is selected.", "fact": "source selected", "progress": 0.8182, "asset": "assets/trajectories/nut_repair-073-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-73.png", "source_sha256": "07c63223fb944bc346eb06c26a2f02e09be5549c7ad042cbf5a8f6bf1ebf3de2", "overlays": [ { "x": 33, "y": 20, "width": 12, "height": 13, "label": "selected source", "tone": "warning" } ], "recorded_output": "Thought: 将上排第2根剩余的紫色移到下排第2根三个紫色上，完成紫色并腾空螺栓。", "executed_action": { "action_type": "click", "x": 418, "y": 590 }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 74, "kind": "post", "description": "The full target rejects it and emits a warning.", "fact": "same postcondition failure", "progress": 0.8182, "asset": "assets/trajectories/nut_repair-074-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-74.png", "source_sha256": "3a9809cf03d891f3e8c893246c82c38f1959a0a06fad5d097be56d55aea564b4", "overlays": [ { "x": 27, "y": 61, "width": 12, "height": 14, "label": "full", "tone": "danger" } ], "recorded_output": "Thought: 将选中的最后一个紫色移到下排第2根的三个紫色上，完成紫色。", "executed_action": { "action_type": "click", "x": 338, "y": 1320 }, "public_feedback": { "status": "repeating_visual_cycle", "message": "Recent interactions returned the interface to a previously observed visual state. Reassess the fresh screenshot and choose another visible target unless repetition is intentionally required." } }, { "step": 75, "kind": "post", "description": "The source is cancelled and the flow reverses.", "fact": "representation updated", "progress": 0.8182, "asset": "assets/trajectories/nut_repair-075-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-75.png", "source_sha256": "7d1e0ab26e5d5000fe3127f02a915091ef652d80214de4be8bbf0ef5fc3638ec", "overlays": [ { "x": 33, "y": 20, "width": 12, "height": 13, "label": "new destination", "tone": "good" } ], "recorded_output": "Thought: 下排第2根顶部连续三个紫色应移到上排第2根的一个紫色上；先取消当前选择。", "executed_action": { "action_type": "click", "x": 418, "y": 570 }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 77, "kind": "post", "description": "Three purples move onto the lone purple.", "fact": "postcondition repaired · progress advances", "progress": 0.9091, "asset": "assets/trajectories/nut_repair-077-post.webp", "source": "gpt-5.6-sol-medium/nut_and_bolt/hard/trajectories/run_001/nut_and_bolt.hard.level_01.seed_0/post_screenshots/nut_and_bolt.hard.level_01.seed_0-0-77.png", "source_sha256": "4807dc6b61b1c8652e382026427960e32735c3f2e4957519831bba41b4f5ce95", "overlays": [ { "x": 33, "y": 20, "width": 12, "height": 17, "label": "complete stack", "tone": "good" } ], "recorded_output": "Thought: 将选中的三个紫色移到上排第2根的一个紫色上，完成紫色并露出红色。", "executed_action": { "action_type": "click", "x": 418, "y": 590 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "color_reserve": { "label": "Leaves the corridor open", "tone": "success", "run": "gpt-5.6-sol-high", "episode_id": "color_connect.hard.level_01.seed_0.run_001", "success": true, "termination": "success", "steps": 33, "frames": [ { "step": 5, "kind": "post", "description": "Coral reaches row 2, column 5.", "fact": "matched active-path state", "progress": 0.125, "asset": "assets/trajectories/color_reserve-005-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-5.png", "source_sha256": "a80b270d2bac5e0f05f9e328b8ade16e162d6f05debe6c7cfaa90e294e5c5492", "overlays": [ { "x": 60, "y": 25, "width": 8, "height": 8, "label": "coral tip", "tone": "warning" }, { "x": 60, "y": 33, "width": 8, "height": 8, "label": "future purple cell", "tone": "note" } ], "recorded_output": "Thought: 浅红色从第1行第5列向下到第2行第5列。", "executed_action": { "action_type": "click", "x": 689, "y": 547 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 6, "kind": "post", "description": "It turns left before descending.", "fact": "row 3, column 5 stays empty", "progress": 0.125, "asset": "assets/trajectories/color_reserve-006-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-6.png", "source_sha256": "159bb2a6365684a4c772fe4639771ff82d194ee7a1eaff4c167709607154f19a", "overlays": [ { "x": 46, "y": 25, "width": 8, "height": 8, "label": "turn", "tone": "good" }, { "x": 60, "y": 33, "width": 8, "height": 8, "label": "left open", "tone": "good" } ], "recorded_output": "Thought: 浅红色继续从第2行第5列左移一格到第4列，避免第3列的深红端点。", "executed_action": { "action_type": "click", "x": 540, "y": 547 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 7, "kind": "post", "description": "Coral descends through the neighboring column.", "fact": "corridor remains open", "progress": 0.125, "asset": "assets/trajectories/color_reserve-007-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-7.png", "source_sha256": "bf401c0609fd7cae45716b79b194dd29e1fad1e7f7f1003bf69ec333426e1143", "overlays": [ { "x": 46, "y": 33, "width": 8, "height": 8, "label": "coral", "tone": "good" }, { "x": 60, "y": 33, "width": 8, "height": 8, "label": "still empty", "tone": "good" } ], "recorded_output": "Thought: 浅红色从第2行第4列下移到第3行第4列。", "executed_action": { "action_type": "click", "x": 540, "y": 695 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 8, "kind": "post", "description": "Coral completes without occupying the shared cell.", "fact": "2 of 8 pairs", "progress": 0.25, "asset": "assets/trajectories/color_reserve-008-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-8.png", "source_sha256": "ebbc92a108f8f1ef0cf7e9c5f82f2349907db6879c7094b9edb7292f98aefc68", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "available", "tone": "good" } ], "recorded_output": "Thought: 浅红色当前位于第3行第4列，可沿该行直接左移到第2列同色端点完成。", "executed_action": { "action_type": "click", "x": 244, "y": 695 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 14, "kind": "post", "description": "Purple later uses the untouched cell.", "fact": "earlier route preserved capacity", "progress": 0.375, "asset": "assets/trajectories/color_reserve-014-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-14.png", "source_sha256": "848f80e2735405d5db5d6b2cfb2ce3b8d822217fc434f5ae901ca21540a60e44", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "purple route", "tone": "good" } ], "recorded_output": "Thought: 紫色应避开黄色所需的第4行第6列，先左移到第3行第5列。", "executed_action": { "action_type": "click", "x": 689, "y": 695 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 33, "kind": "post", "description": "All eight paths connect without cancellation.", "fact": "success · 0 path cancellations", "progress": 1.0, "asset": "assets/trajectories/color_reserve-033-post.webp", "source": "gpt-5.6-sol-high/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-33.png", "source_sha256": "5ffae9cc80132da9a8e0dbf9c05d53f20b43efe55bb315533074efb1e212e91b", "overlays": [], "recorded_output": "Thought: 青色已到第8行第7列，底行第6、5列均为空，可直接左移到第4列同色端点完成全部连接。", "executed_action": { "action_type": "click", "x": 540, "y": 1435 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "color_recreate": { "label": "Consumes and recreates it", "tone": "failure", "run": "gpt-5.6-sol-medium", "episode_id": "color_connect.hard.level_01.seed_0.run_001", "success": false, "termination": "no_progress", "steps": 56, "frames": [ { "step": 8, "kind": "post", "description": "Coral reaches the same matched state.", "fact": "matched active-path state", "progress": 0.125, "asset": "assets/trajectories/color_recreate-008-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-8.png", "source_sha256": "a80b270d2bac5e0f05f9e328b8ade16e162d6f05debe6c7cfaa90e294e5c5492", "overlays": [ { "x": 60, "y": 25, "width": 8, "height": 8, "label": "coral tip", "tone": "warning" }, { "x": 60, "y": 33, "width": 8, "height": 8, "label": "future purple cell", "tone": "note" } ], "recorded_output": "Thought: Turn the red path downward through column 5 to the third row.", "executed_action": { "action_type": "click", "x": 689, "y": 546 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 9, "kind": "post", "description": "Coral descends into the shared cell.", "fact": "legal now · corridor consumed", "progress": 0.125, "asset": "assets/trajectories/color_recreate-009-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-9.png", "source_sha256": "a70333133c6a0690c1405eab3c833ad05a98ceab4a61c8e90fd39b6a5a83555f", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "occupied", "tone": "danger" } ], "recorded_output": "Thought: Extend the red path down one more cell to the third row, then turn left toward the matching endpoint.", "executed_action": { "action_type": "click", "x": 689, "y": 694 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 10, "kind": "post", "description": "The path completes, but purple is boxed out.", "fact": "2 of 8 pairs", "progress": 0.25, "asset": "assets/trajectories/color_recreate-010-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-10.png", "source_sha256": "e485f86d53b1efb0104afed35429f7d8e12e36fde46c0b4a0bc050b9147cad43", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "purple blocked", "tone": "danger" } ], "recorded_output": "Thought: Complete the red path across the third row to the matching coral endpoint.", "executed_action": { "action_type": "click", "x": 243, "y": 694 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 11, "kind": "post", "description": "The agent names the conflict and deletes coral.", "fact": "path cancellation 1", "progress": 0.125, "asset": "assets/trajectories/color_recreate-011-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-11.png", "source_sha256": "457dc7a5f27adc9f37369d200260a1c5829b402e34a245cc8d8c24771945193f", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "freed again", "tone": "warning" } ], "recorded_output": "Thought: Red must be redrawn to leave the cell at row 3, column 5 available for the purple route. Cancel it from the top-right endpoint.", "executed_action": { "action_type": "click", "x": 985, "y": 397 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 17, "kind": "post", "description": "It rebuilds the byte-identical coral path.", "fact": "same occupancy · second visit", "progress": 0.25, "asset": "assets/trajectories/color_recreate-017-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-17.png", "source_sha256": "e485f86d53b1efb0104afed35429f7d8e12e36fde46c0b4a0bc050b9147cad43", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "same blocker", "tone": "danger" } ], "recorded_output": "Thought: Complete the red path across the third row to its matching endpoint.", "executed_action": { "action_type": "click", "x": 243, "y": 694 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 23, "kind": "post", "description": "It creates that board a third time.", "fact": "same occupancy · third visit", "progress": 0.25, "asset": "assets/trajectories/color_recreate-023-post.webp", "source": "gpt-5.6-sol-medium/color_connect/hard/trajectories/run_001/color_connect.hard.level_01.seed_0/post_screenshots/color_connect.hard.level_01.seed_0-0-23.png", "source_sha256": "e485f86d53b1efb0104afed35429f7d8e12e36fde46c0b4a0bc050b9147cad43", "overlays": [ { "x": 60, "y": 33, "width": 8, "height": 8, "label": "same blocker again", "tone": "danger" } ], "recorded_output": "Thought: Complete the red path across row 3 to the matching coral endpoint.", "executed_action": { "action_type": "click", "x": 243, "y": 694 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "maze_recover": { "label": "Re-localizes", "tone": "success", "run": "gpt-5.6-terra-high", "episode_id": "maze_paint.hard.level_01.seed_0.run_001", "success": true, "termination": "success", "steps": 35, "frames": [ { "step": 31, "kind": "post", "description": "One cell remains; the ball rests on row 10, column 2.", "fact": "matched state · 44 of 45 cells", "progress": 0.9773, "asset": "assets/trajectories/maze_recover-031-post.webp", "source": "gpt-5.6-terra-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-31.png", "source_sha256": "0a0d8009189c8d6e5ca87ed128207cf407f1fb080055ed99ed8ecb32395ac3aa", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "last cell", "tone": "danger" }, { "x": 7, "y": 75, "width": 9, "height": 9, "label": "ball", "tone": "note" } ], "recorded_output": "Thought: 向下会覆盖左侧底部第一个未涂蓝格并滑到底边。", "executed_action": { "action_type": "swipe", "direction": "down" }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 32, "kind": "post", "description": "The ball moves right along row 10.", "fact": "actual position: row 10, column 7", "progress": 0.9773, "asset": "assets/trajectories/maze_recover-032-post.webp", "source": "gpt-5.6-terra-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-32.png", "source_sha256": "f49d9ea528f203d37a73d67c5bad8d814bdec0952b3fba4f4cd19afc1f53dc01", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "target one row up", "tone": "danger" }, { "x": 85, "y": 75, "width": 9, "height": 9, "label": "ball", "tone": "note" } ], "recorded_output": "Thought: 仅剩中下方一个未涂蓝格；先沿底边向右滑到右侧竖直通道。", "executed_action": { "action_type": "swipe", "direction": "right" }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 33, "kind": "post", "description": "It moves up to a stopping corridor.", "fact": "route changes rows", "progress": 0.9773, "asset": "assets/trajectories/maze_recover-033-post.webp", "source": "gpt-5.6-terra-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-33.png", "source_sha256": "b5905101d4133dca5ea61936c27fcb9e5c73d62289b9562e6497ef4757bd1a98", "overlays": [ { "x": 85, "y": 61, "width": 9, "height": 9, "label": "ball", "tone": "good" } ], "recorded_output": "Thought: 先从右下角向上停在中下横道右端。", "executed_action": { "action_type": "swipe", "direction": "up" }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 34, "kind": "post", "description": "It slides left until aligned above the cell.", "fact": "column aligned", "progress": 0.9773, "asset": "assets/trajectories/maze_recover-034-post.webp", "source": "gpt-5.6-terra-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-34.png", "source_sha256": "d04858c48f2019e496b1bf1d326bece55192204f62aa35ad6f0d994a498e488f", "overlays": [ { "x": 43, "y": 61, "width": 9, "height": 9, "label": "ball", "tone": "good" }, { "x": 43, "y": 69, "width": 9, "height": 9, "label": "target", "tone": "danger" } ], "recorded_output": "Thought: 向左滑到中下横道的左端，正好对准最后的蓝色方格。", "executed_action": { "action_type": "swipe", "direction": "left" }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 35, "kind": "post", "description": "A downward slide crosses the final cell.", "fact": "success", "progress": 1.0, "asset": "assets/trajectories/maze_recover-035-post.webp", "source": "gpt-5.6-terra-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-35.png", "source_sha256": "b11c3adbf1735fab85fec3e5a5e16d4acea0c01ec40ada61bf21fa437e879632", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "painted", "tone": "good" } ], "recorded_output": "Thought: 向下经过最后一个蓝色未涂方格，完成全图覆盖。", "executed_action": { "action_type": "swipe", "direction": "down" }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "maze_stale": { "label": "Keeps the wrong row", "tone": "failure", "run": "kimi-k3-high", "episode_id": "maze_paint.hard.level_01.seed_0.run_001", "success": false, "termination": "no_progress", "steps": 41, "frames": [ { "step": 33, "kind": "post", "description": "The exact same one-cell-short state.", "fact": "matched state · 44 of 45 cells", "progress": 0.9773, "asset": "assets/trajectories/maze_stale-033-post.webp", "source": "kimi-k3-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-33.png", "source_sha256": "0a0d8009189c8d6e5ca87ed128207cf407f1fb080055ed99ed8ecb32395ac3aa", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "last cell", "tone": "danger" }, { "x": 7, "y": 75, "width": 9, "height": 9, "label": "ball", "tone": "note" } ], "recorded_output": "Thought: 小球在 r6c2，左滑已多次无效，说明不能直接补 r6c1。改向下推进底部：从 r6c2 向下滑到 r9c2，涂 r9c2，再处理 r9c4。", "executed_action": { "action_type": "swipe", "direction": "down" }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 34, "kind": "post", "description": "The note places the ball one row too high.", "fact": "actual row 10 · claimed row 9", "progress": 0.9773, "asset": "assets/trajectories/maze_stale-034-post.webp", "source": "kimi-k3-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-34.png", "source_sha256": "f49d9ea528f203d37a73d67c5bad8d814bdec0952b3fba4f4cd19afc1f53dc01", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "claimed path", "tone": "danger" }, { "x": 85, "y": 75, "width": 9, "height": 9, "label": "actual ball", "tone": "warning" } ], "recorded_output": "Thought: 小球在 r9c2，r9c4 仍深蓝。直接向右滑到 r9c4，涂 r9c3 与 r9c4，随后再处理最后的 r6c1。", "executed_action": { "action_type": "swipe", "direction": "right" }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 35, "kind": "post", "description": "It reverses along the bottom row.", "fact": "painted mask unchanged", "progress": 0.9773, "asset": "assets/trajectories/maze_stale-035-post.webp", "source": "kimi-k3-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-35.png", "source_sha256": "10100799e0120b695f272a3877622ddddc0def72707922b69adaf051ca4b4b9b", "overlays": [ { "x": 7, "y": 75, "width": 87, "height": 7, "label": "motion on row 10", "tone": "warning" }, { "x": 43, "y": 69, "width": 9, "height": 9, "label": "target on row 9", "tone": "danger" } ], "recorded_output": "Thought: 小球在 r9c7，向上滑会沿 c7 到 r8c7（已过），左滑可到底排左端。为处理剩余 r6c1 与 r9c4，先向左滑到 r9c1，再利用左下竖段回到上方。", "executed_action": { "action_type": "swipe", "direction": "left" }, "public_feedback": { "status": "returned_to_recent_screen", "message": null } }, { "step": 37, "kind": "post", "description": "A cycle warning arrives; the row belief survives.", "fact": "same target belief · no coverage gain", "progress": 0.9773, "asset": "assets/trajectories/maze_stale-037-post.webp", "source": "kimi-k3-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-37.png", "source_sha256": "f49d9ea528f203d37a73d67c5bad8d814bdec0952b3fba4f4cd19afc1f53dc01", "overlays": [ { "x": 7, "y": 75, "width": 87, "height": 7, "label": "same corridor", "tone": "danger" } ], "recorded_output": "Thought: 小球仍在 r9c1，向上滑未能生效；改为向右滑到 r9c4，正好补涂底行剩余的 r9c4，再继续处理最后的 r6c1。", "executed_action": { "action_type": "swipe", "direction": "right" }, "public_feedback": { "status": "repeating_visual_cycle", "message": "Recent interactions returned the interface to a previously observed visual state. Reassess the fresh screenshot and choose another visible target unless repetition is intentionally required." } }, { "step": 40, "kind": "post", "description": "The ball is still touring row 10.", "fact": "97.8% · one cell still dark", "progress": 0.9773, "asset": "assets/trajectories/maze_stale-040-post.webp", "source": "kimi-k3-high/maze_paint/hard/trajectories/run_001/maze_paint.hard.level_01.seed_0/post_screenshots/maze_paint.hard.level_01.seed_0-0-40.png", "source_sha256": "10100799e0120b695f272a3877622ddddc0def72707922b69adaf051ca4b4b9b", "overlays": [ { "x": 43, "y": 69, "width": 9, "height": 9, "label": "still unpainted", "tone": "danger" }, { "x": 7, "y": 75, "width": 9, "height": 9, "label": "ball", "tone": "warning" } ], "recorded_output": "Thought: 小球在 r9c7。剩余未涂是 r6c1 与 r9c4；先向左滑到 r9c4，直接补涂底行 r9c4，再回到左端处理 r6c1。", "executed_action": { "action_type": "swipe", "direction": "left" }, "public_feedback": { "status": "repeating_visual_cycle", "message": "Recent interactions returned the interface to a previously observed visual state. Reassess the fresh screenshot and choose another visible target unless repetition is intentionally required." } } ] }, "rush_grouped": { "label": "One articulated target", "tone": "success", "run": "gpt-5.6-sol-low", "episode_id": "rush_hour_2.medium.level_03.seed_0.run_001", "success": true, "termination": "success", "steps": 3, "frames": [ { "step": 1, "kind": "pre", "description": "The board contains one articulated horizontal target.", "fact": "game state: one vehicle · one motion axis", "progress": 0.0, "asset": "assets/trajectories/rush_grouped-001-pre.webp", "source": "gpt-5.6-sol-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/screenshots/rush_hour_2.medium.level_03.seed_0-0-1.png", "source_sha256": "dcae3a03ee2792fe4d24903e7632a4d5306e75b97c1204f499947e69b23b5413", "overlays": [ { "x": 9, "y": 33, "width": 25, "height": 10, "label": "one target vehicle", "tone": "good" } ], "recorded_output": "Thought: 紫色竖车挡住红车所在横道，其下方同列一直到棋盘底部都有足够空间；先将它沿长轴向下拖到底，清空出口通道。", "executed_action": { "action_type": "drag", "end_x": 540, "end_y": 1250, "start_x": 540, "start_y": 730 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 1, "kind": "post", "description": "The first real blocker moves down.", "fact": "target unchanged", "progress": 0.07, "asset": "assets/trajectories/rush_grouped-001-post.webp", "source": "gpt-5.6-sol-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-1.png", "source_sha256": "2aa936dbfc4f0e9f44bdce00cc900bb5ad22eb4e8f050199c5a469aef9ce5356", "overlays": [ { "x": 9, "y": 33, "width": 25, "height": 10, "label": "target", "tone": "good" } ], "recorded_output": "Thought: 紫色竖车挡住红车所在横道，其下方同列一直到棋盘底部都有足够空间；先将它沿长轴向下拖到底，清空出口通道。", "executed_action": { "action_type": "drag", "end_x": 540, "end_y": 1250, "start_x": 540, "start_y": 730 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 2, "kind": "post", "description": "The second real blocker moves up.", "fact": "exit row clear", "progress": 0.4067, "asset": "assets/trajectories/rush_grouped-002-post.webp", "source": "gpt-5.6-sol-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-2.png", "source_sha256": "35df587624663260095564acd93dd09634c76cd8707b487ba10202b1c4ac0181", "overlays": [ { "x": 9, "y": 33, "width": 25, "height": 10, "label": "horizontal route", "tone": "good" } ], "recorded_output": "Thought: 紫车已成功下移；现在出口前只剩右侧蓝色竖车阻挡红车横道，将它沿长轴上移到棋盘顶部即可清空整条路线。", "executed_action": { "action_type": "drag", "end_x": 925, "end_y": 505, "start_x": 925, "start_y": 665 }, "public_feedback": { "status": "screen_changed", "message": null } }, { "step": 3, "kind": "post", "description": "The target exits along its long axis.", "fact": "success in 3 actions", "progress": 1.0, "asset": "assets/trajectories/rush_grouped-003-post.webp", "source": "gpt-5.6-sol-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-3.png", "source_sha256": "9189282c65c3302914de7f4e6de0ad5c9f1ef0d6d9d4c84bc3ebc09d8e2c4b06", "overlays": [], "recorded_output": "Thought: 红车到右侧出口的整条横向通道已经畅通，直接将红车沿长轴向右拖出棋盘。", "executed_action": { "action_type": "drag", "end_x": 1040, "end_y": 730, "start_x": 220, "start_y": 730 }, "public_feedback": { "status": "screen_changed", "message": null } } ] }, "rush_split": { "label": "Imagined vertical fragment", "tone": "failure", "run": "gpt-5.6-terra-low", "episode_id": "rush_hour_2.medium.level_03.seed_0.run_001", "success": true, "termination": "success", "steps": 6, "frames": [ { "step": 1, "kind": "pre", "description": "The same sprite is split into a body and a ‘small red vertical car.’", "fact": "one sprite described as two vehicles", "progress": 0.0, "asset": "assets/trajectories/rush_split-001-pre.webp", "source": "gpt-5.6-terra-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/screenshots/rush_hour_2.medium.level_03.seed_0-0-1.png", "source_sha256": "dcae3a03ee2792fe4d24903e7632a4d5306e75b97c1204f499947e69b23b5413", "overlays": [ { "x": 9, "y": 33, "width": 16, "height": 10, "label": "main car", "tone": "note" }, { "x": 23, "y": 33, "width": 11, "height": 10, "label": "imagined car", "tone": "danger" } ], "recorded_output": "Thought: Move the small red vertical vehicle above the target upward to clear the target row.", "executed_action": { "action_type": "drag", "end_x": 292, "end_y": 602, "start_x": 292, "start_y": 731 }, "public_feedback": { "status": "no_visible_effect", "message": null } }, { "step": 1, "kind": "post", "description": "The imagined fragment is dragged upward.", "fact": "no visible effect", "progress": 0.0, "asset": "assets/trajectories/rush_split-001-post.webp", "source": "gpt-5.6-terra-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-1.png", "source_sha256": "dcae3a03ee2792fe4d24903e7632a4d5306e75b97c1204f499947e69b23b5413", "overlays": [ { "x": 23, "y": 33, "width": 11, "height": 10, "label": "not independent", "tone": "danger" } ], "recorded_output": "Thought: Move the small red vertical vehicle above the target upward to clear the target row.", "executed_action": { "action_type": "drag", "end_x": 292, "end_y": 602, "start_x": 292, "start_y": 731 }, "public_feedback": { "status": "no_visible_effect", "message": null } }, { "step": 3, "kind": "post", "description": "After moving a real blocker, it tries the fragment again.", "fact": "second no-effect fragment move", "progress": 0.0, "asset": "assets/trajectories/rush_split-003-post.webp", "source": "gpt-5.6-terra-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-3.png", "source_sha256": "e48521a89278fa6438763af1942b7d4d5266c75b37bc6342cfb644dbf954fbe9", "overlays": [ { "x": 23, "y": 33, "width": 11, "height": 10, "label": "same false object", "tone": "danger" } ], "recorded_output": "Thought: The small red vertical car now has open vertical space above, so move it upward out of the target car’s path.", "executed_action": { "action_type": "drag", "end_x": 292, "end_y": 600, "start_x": 292, "start_y": 730 }, "public_feedback": { "status": "no_visible_effect", "message": null } }, { "step": 6, "kind": "post", "description": "This run later abandons the fragment model.", "fact": "recovered after reclassification", "progress": 1.0, "asset": "assets/trajectories/rush_split-006-post.webp", "source": "gpt-5.6-terra-low/rush_hour_2/medium/trajectories/run_001/rush_hour_2.medium.level_03.seed_0/post_screenshots/rush_hour_2.medium.level_03.seed_0-0-6.png", "source_sha256": "cc2e89123d91df8a6d26db75ab11887226819115a394330a4eb7dafb7ddd67c1", "overlays": [], "recorded_output": "Thought: The row to the exit is now clear; drag the red target vehicle straight right through the exit.", "executed_action": { "action_type": "drag", "end_x": 1050, "end_y": 730, "start_x": 177, "start_y": 730 }, "public_feedback": { "status": "screen_changed", "message": null } } ] } } }