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perceptor: a 6px-cell maze with player (color 9) at cell (5,5), goal (14) at (6,5), two static **lunger** guards (8) at (6,4)/(7,4), a chasing **charger** (13), and oscillating **bouncers** (12).\n\n2. **Diagnosed a subtle trap** that made naive search fail: the env carries a **hidden tick counter = f(total steps)** that `reset()` doesn't clear. Only the *first* PRE-replay in a *fresh process* is faithful \u2014 and **batched stepping is cadence-unfaithful**, so I used individual `g.step` only. I confirmed this empirically (identical visible positions, different death outcomes after a reset).\n\n3. **Structured a sound search around it:** since the L8 start is byte-identical in every fresh process, forward play from it is deterministic. So each candidate path is evaluated in its own fresh `SandboxGame` (replay `PRE+path` forward, never reset mid-search), with state keyed by `(depth, positions)` \u2014 Markov because tick = f(depth).\n\n4. **Ran a complete BFS** over survivor states (frontier stayed 1\u20136 wide). The player is forced up into the top corridor, re-phases the bouncer, descends, **crushes both lungers** (depth 26\u219227), then enters the goal \u2014 **WIN at depth 29**.\n\n5. **Verified** `solved.json` (185 actions) end-to-end **3/3 times** in independent fresh processes: `levels=9, win_total=9, done=True` at action 184.\n\nThe harness helpers (`bfs.py`, `verify.py`) and the verified `solved.json` are in `scratch_arc/fl_tu93/`. The 29 final-level moves: `[3,3,1,1,4,2,2,3,1,1,4,1,1,4,4,4,2,2,4,2,3,2,3,2,2,3,3,1,4]`.", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 41, "tool_calls_by_name": {"Bash": 46, "Read": 6, "Edit": 8}, "n_user_msgs": 60, "n_text_blocks": 39, "api_error_status": null, "duration_ms": 1440872, "duration_api_ms": 901785, "ttft_ms": 4473, "tokens": {"input": 10812, "output": 56983, "cache_creation": 98714, "cache_read": 4775851, "total": 4942360, "source": "result_block"}, "cost_basis": "result_block"}, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.195", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 2146, "lines": 29, "sha256": "7e92b8366933aaa817b6babd35d3b5df46cfdb3a30d4125ad0dc87975182ef04", "approx_tokens": 536}, "prompt_file": "prompts/tu93__focused-final-level__2026-06-29T07-18-02Z.md", "solution_file": "solutions/tu93__focused-final-level__2026-06-29T07-18-02Z.json", "transcript_file": "transcripts/tu93__focused-final-level__2026-06-29T07-18-02Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "97121b595d35f1ba5b999e26afad8023ab832da0", "branch": "arc-ongoing-updates", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_final_level.sh": {"sha256": "3ece3f5d64461253e13bb2be2afc5563e5203dedc17c4016f7c4c4b938d74b2d", "bytes": 5143, "mtime": "2026-06-29T08:24:00Z"}}}, "captured_at": "2026-06-29T08:24:15Z"} {"run_id": "su15__ewm-toolkit__2026-06-30T08-12-36Z", "game": "su15", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T08:12:36Z", "ended_at": "2026-06-30T09:01:55Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": null, "win": null, "full": false, "wrote_solution": false}, "action_stats": {"n_actions": 0, "n_click": 0, "n_directional": 0}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "40ac16dc-3844-4a8c-b73d-30a8e86f3b4b", "num_turns": 126, "n_messages": 1498, "n_tool_calls": 125, "cost_usd": 17.15223, "usage": {"input_tokens": 9194, "cache_creation_input_tokens": 264748, "cache_read_input_tokens": 20252264, "output_tokens": 167140, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 264748, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 2121, "cache_read_input_tokens": 269855, "cache_creation_input_tokens": 375, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 375}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "I've run an extensive investigation (44 experiments) on su15 L8\u2192L9. Here's the honest outcome.\n\n## Result: L8 not cracked \u2014 but the wall is now precisely characterized\n\nI did **not** raise `g.levels` to 9. Per research-integrity rules I did **not** fabricate a `solved.json` \u2014 `frontier.json` (verified, still reaches L8) remains the deepest solution.\n\n## What I discovered (substantial new mechanics, recorded in memory)\n\n**Movement is a teleport, not a drift.** A click makes the nearest piece *jump exactly to the clicked cell* (grab radius \u22489). Merge = click exactly on one tier1's cell \u2192 the other tier1 jumps onto it. This corrects the old \"pulls ~7 toward\" model.\n\n**The goal-spoil mechanic (new, decisive).** All three color-9 goals flip to **color-2 simultaneously** the moment an enemy crosses the goal row (~row 41) \u2014 which normally coincides with the block being demoted (enemies converge to eat it). If you keep the block *alive* (lure it + enemies upward), goals stay color-9 for 10+ clicks. Since the win-frame invariant has color-9 goals, but the cc-indicator wants tier4 (only obtainable by demoting), there's a genuine tension.\n\n**2-goal is definitively NOT a win.** I placed tier4@TL **and** tier2@BL *both cleanly confirmed in-frame* (goals read `[12,15,9]`, only 7 clicks used) \u2014 no level-up. Same for tier4@BR+tier2@BL. The third goal (the sparse color-13 glyph) is mandatory.\n\n**The budget is NOT the binding constraint.** The two makeable pieces (tier2 via merge, tier4 via demote) land in ~7 clicks with ~8 to spare. The sole wall is the **impossible color-13 piece**.\n\n**color-13 cannot be manufactured.** Enemy 7\u219214 is reproducible (ram a *small* piece through an enemy; a block-ram doesn't even work). But 14\u219213 failed across **9 distinct triggers** (ram-push, blob-merge, starvation, 14-onto-block/goal, 7\u219414 collision, force-14-eats-piece, block-ram, wall-pinned re-ram). color-14 is a slow pushable piece that blobs (8\u219216px) and chases pieces.\n\n## Best lead for next se", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 67, "n_text_blocks": 53, "tool_calls_by_name": {"Bash": 64, "Read": 7, "Write": 48, "Edit": 6}, "n_user_msgs": 125, "api_error_status": null, "duration_ms": 2957948, "duration_api_ms": 2732842, "ttft_ms": 2235, "tokens": {"input": 9194, "output": 167140, "cache_creation": 264748, "cache_read": 20252264, "total": 20693346, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4987, "lines": 62, "sha256": "a23efef7848ef252440162880569e29c042ef3cde4f70ea999e0ff45e942c42f", "approx_tokens": 1246}, "prompt_file": "prompts/su15__ewm-toolkit__2026-06-30T08-12-36Z.md", "solution_file": null, "transcript_file": "transcripts/su15__ewm-toolkit__2026-06-30T08-12-36Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "34e69397050f0b08df4e8df3dcd5ba5b8ce8b5cb", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T09:01:55Z"} {"run_id": "bp35__ewm-toolkit__2026-06-30T08-12-37Z", "game": "bp35", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T08:12:37Z", "ended_at": "2026-06-30T08:55:52Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": null, "win": null, "full": false, "wrote_solution": false}, "action_stats": {"n_actions": 0, "n_click": 0, "n_directional": 0}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "35e8bf2b-0682-46c2-94e3-a404f3581e5e", "num_turns": 72, "n_messages": 1377, "n_tool_calls": 71, "cost_usd": 11.3666105, "usage": {"input_tokens": 8086, "cache_creation_input_tokens": 249912, "cache_read_input_tokens": 10132925, "output_tokens": 143787, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 249912, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 2691, "cache_read_input_tokens": 254051, "cache_creation_input_tokens": 3397, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 3397}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "Clicking higher diamonds is just lights-out spread; only the diamond directly above the player climbs (1 band). L8 has no big-scroll mechanic (the L2 6-band scroll was an EEE-structure collapse that FFF lacks). \n\nI've now tested every distinct hypothesis I can construct. Let me give an honest assessment.\n\n## Summary\n\nI did **not** crack L8 \u2014 but I made real progress and have thoroughly, independently reconfirmed the wall that 6 prior sessions hit, while producing a much cleaner mechanic model (saved to memory).\n\n**What I established this session (source-free):**\n\n1. **Win condition** (re-derived from the frontier's 7 level-ups): the goal is a green plus (color 7, 5 cells), separate from the player (color 9 body + color 11 facing \"B\"). Each level-up consumes the green; the L8 start frame has **no color 7** \u2014 it must be revealed by scrolling the camera up.\n\n2. **L8 is an elevator-climb, not a staircase:**\n - Move 3/4 = \u00b16 col, parity-locked (the \u03945 wall-bounce is just the facing-indicator flip \u2014 **not** a real parity break, which I verified by tracking exact 9-block columns).\n - **Climb** = click the diamond directly above the player in the shaft (cols 32/38/44) \u2192 camera scrolls up 6px. Player is screen-fixed at row38 and **cannot move horizontally while elevated**.\n - **Action 7** = descend one band when elevated, move-left at ground (not the no-op prior notes assumed). Can't go below ground; no green below.\n - **The crush is column-height-independent**: climb-4 always kills because the solid B0B slot-row descends onto the screen-fixed player. Max 3 climbs at any column.\n\n3. **Why the green never appears**: at 3 climbs the revealed top is the FFF ceiling + slot-row, then a full CCC(12) grid (rows 1-5). The green sits **above** the CCC grid, behind the crush barrier.\n\n**Distinct hypotheses tested and falsified:** climb at cols 32/38/44; leapfrog (climb\u2192descend\u2192walk into slot-free right region\u2192climb \u2014 fails, right-region ground ceiling is solid); flood-build at", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 52, "n_text_blocks": 52, "tool_calls_by_name": {"Bash": 53, "Write": 16, "Read": 1, "Edit": 1}, "n_user_msgs": 71, "api_error_status": null, "duration_ms": 2595073, "duration_api_ms": 2438195, "ttft_ms": 3322, "tokens": {"input": 8086, "output": 143787, "cache_creation": 249912, "cache_read": 10132925, "total": 10534710, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4987, "lines": 62, "sha256": "c0dce45a868c3b2fc88f21a640fd2ea53e17cfd6c0c318e464d0d1683da2e323", "approx_tokens": 1246}, "prompt_file": "prompts/bp35__ewm-toolkit__2026-06-30T08-12-37Z.md", "solution_file": null, "transcript_file": "transcripts/bp35__ewm-toolkit__2026-06-30T08-12-37Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "34e69397050f0b08df4e8df3dcd5ba5b8ce8b5cb", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T08:55:53Z"} {"run_id": "ka59__ewm-toolkit__2026-06-30T08-55-59Z", "game": "ka59", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T08:55:59Z", "ended_at": "2026-06-30T09:04:01Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": 6, "win": 7, "full": false, "wrote_solution": true}, "action_stats": {"n_actions": 313, "n_click": 10, "n_directional": 303}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "2ae83447-7746-41ab-84eb-886744ed19dc", "num_turns": 22, "n_messages": 252, "n_tool_calls": 21, "cost_usd": 2.527818, "usage": {"input_tokens": 6620, "cache_creation_input_tokens": 94084, "cache_read_input_tokens": 1596256, "output_tokens": 30230, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 94084, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 937, "cache_read_input_tokens": 97001, "cache_creation_input_tokens": 1161, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 1161}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "## Summary\n\nI worked the final level (L7) of **ka59** using the executable-world-model recipe with the new E137/E134 tooling, and re-confirmed the wall \u2014 now for the 10th independent time, but this session added the genuinely-new angles prior sessions lacked.\n\n**What I verified (all fresh-process, source-free):**\n\n1. **Frontier \u2192 L6 valid.** The 313-action frontier reproduces `levels=6, win=7, done=False`. Saved `solved.json` at the verified deepest level (L6/7). reset()+replay is faithful for the frontier, but stepping *past* it poisons the next replay \u2014 fresh process per branch, as memory recorded.\n\n2. **Multi-lens (the one new tool) adds no signal.** Used `composite_key`/`meter`/`palette` lenses that all 9 prior object-only sessions lacked. The `meter` lens shows no row-0 timer; the `+` (color 11) never moves and no wall cell ever opens under any probe; the color-13 d-blocks only *animate* in place (size cycles 36\u21926\u219236), never relocate when pushed \u2014 so the L6 round-trip (\"push the d-block to redirect the conduit\") is unavailable here.\n\n3. **Per-column ceiling sweep (real env).** The active ring traverses the row-60 corridor across cols 55\u21921 freely, but in the `+` columns (cols 4\u201322) it's walled at **row 54** \u2014 no path up toward box B (rows 35\u201345) or the `+` (row 13).\n\n4. **Static flood proof \u2014 three disjoint components.** An optimistic single-cell flood (a superset of any ring's reach) from the active ring covers **only rows 39\u201363**, with zero `+` cells and zero box-B cells. The `+` lives in a *separate* component (rows 0\u201317), and box B is unreachable. The only bridging mechanic (conduits) sits at cols 42\u201350 and preserves column \u2014 it never lands in the `+`/box-B columns (8\u201318).\n\n**On the new E137 hint:** the `goal_condition_schema` win-invariant is colours `[0,4,14]` (no 11). But that's just the all-levels invariant (not every prior level had a `+`), and it cuts both ways: the `+` is provably undeliverable **and** the prior 8\u00d7 result (\"both rings placed \u2192 still l", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 16, "n_text_blocks": 15, "tool_calls_by_name": {"Bash": 15, "Edit": 2, "Read": 4}, "n_user_msgs": 21, "api_error_status": null, "duration_ms": 481061, "duration_api_ms": 442638, "ttft_ms": 2981, "tokens": {"input": 6620, "output": 30230, "cache_creation": 94084, "cache_read": 1596256, "total": 1727190, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4987, "lines": 62, "sha256": "9a56cd381977f5785c66dbb655ecfee5c76464790d80836878fe7b605763756e", "approx_tokens": 1246}, "prompt_file": "prompts/ka59__ewm-toolkit__2026-06-30T08-55-59Z.md", "solution_file": "solutions/ka59__ewm-toolkit__2026-06-30T08-55-59Z.json", "transcript_file": "transcripts/ka59__ewm-toolkit__2026-06-30T08-55-59Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "34e69397050f0b08df4e8df3dcd5ba5b8ce8b5cb", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T09:04:01Z"} {"run_id": "dc22__schema-frontier-codex__2026-06-30T10-41-19Z", "game": "dc22", "tier": "schema-frontier-codex", "method": "schema-frontier-codex", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; 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audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T14:09:09Z", "ended_at": "2026-06-30T15:22:19Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": null, "win": null, "full": false, "wrote_solution": false}, "action_stats": {"n_actions": 0, "n_click": 0, "n_directional": 0}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "691fe6f5-c02b-4e2d-8b0f-b5cfa567989e", "num_turns": 99, "n_messages": 2196, "n_tool_calls": 98, "cost_usd": 19.066715, "usage": {"input_tokens": 9776, "cache_creation_input_tokens": 355553, "cache_read_input_tokens": 18569060, "output_tokens": 247111, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 355553, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 1378, "cache_read_input_tokens": 358270, "cache_creation_input_tokens": 1086, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 1086}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "I've completed an exhaustive, rigorous investigation of bp35's final level. Here is the honest outcome.\n\n## Result: did NOT crack L8 \u2014 but rigorously *proved why*, not just \"a few attempts failed\"\n\n**Verified:** the frontier still reaches `levels=7` (confirmed). I did **not** raise `g.levels` to 8. No `solved.json` was written because no winning transition exists in any reachable state \u2014 and I can now show that rigorously rather than assert it.\n\n**What I established this session (re-deriving the whole mechanic from scratch, ~30 experiments):**\n\nThe win is cleanly decoded \u2014 every one of the 7 frontier level-ups has a 5-cell green `+` (color 7) in the before-frame that vanishes after, so **win = player reaches the green**. In L8 the green color *never renders in any reachable state* (start, all builds, climb-1/2/3, build-down, full-ground walk to col 57). Why it's unreachable, proven:\n\n- **Parity-lock is mathematical and airtight.** Player col \u22613 (mod 6); all diamonds inherit \u22613 (seed col15, lights-out spreads at pitch 6); moves are \u22136 and the only other \"shift\" is a \u00b11 facing-flip. The ceiling's gap channels sit at cols \u22610 (mod 6). A 3-cell offset that no \u00b16/\u00b11 action can bridge \u2192 the player can **never** align with a ceiling gap.\n- **Climbing works only in the central shaft (cols 33/39/45)** \u2014 the solid shelf-floor blocks climbs above the left chamber and right region. It **caps at 3** (the immutable slot row crushes the screen-fixed player on climb-4 = death at every column).\n- **Can't move while elevated** (only a \u00b11 facing flip), **can't descend** below the start, **ceiling is immutable**, and the **CCC (color 12) above the ceiling is an isolated self-toggle that won't spread** into the above-ceiling fog where the green most likely hides \u2192 green is *unrevealable*, not just unreachable.\n- **L8 is uniquely stripped of elevator colors (8/12/14)** \u2014 every other level had a goal-elevator that brings the green down to a grounded, mobile player; L8 only has the player-c", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 68, "n_text_blocks": 60, "tool_calls_by_name": {"Read": 9, "Bash": 60, "Write": 25, "Edit": 4}, "n_user_msgs": 98, "api_error_status": null, "duration_ms": 4388723, "duration_api_ms": 3718231, "ttft_ms": 8998, "tokens": {"input": 9776, "output": 247111, "cache_creation": 355553, "cache_read": 18569060, "total": 19181500, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4269, "lines": 54, "sha256": "8ab89f2b1c7fffb3ac41449cd251826294fb3762356ea537539e0b8a979c03e1", "approx_tokens": 1067}, "prompt_file": "prompts/bp35__ewm-toolkit__2026-06-30T14-09-09Z.md", "solution_file": null, "transcript_file": "transcripts/bp35__ewm-toolkit__2026-06-30T14-09-09Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "39065ba54db4e8e80b30d36f9ebefe5304f2f23c", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T15:22:19Z"} {"run_id": "dc22__ewm-toolkit__2026-06-30T14-09-09Z", "game": "dc22", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T14:09:09Z", "ended_at": "2026-06-30T14:40:11Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": 4, "win": 6, "full": false, "wrote_solution": true}, "action_stats": {"n_actions": 174, "n_click": 33, "n_directional": 141}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "1280279e-3d9a-4e21-bbce-5af5cc7d092d", "num_turns": 57, "n_messages": 881, "n_tool_calls": 56, "cost_usd": 7.8981685, "usage": {"input_tokens": 15304, "cache_creation_input_tokens": 180907, "cache_read_input_tokens": 6826407, "output_tokens": 103975, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 180907, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 2491, "cache_read_input_tokens": 183969, "cache_creation_input_tokens": 741, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 741}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "All done. Let me give my honest assessment.\n\n## Result: L4\u2192L5 is a genuine wall \u2014 now with a *spawn-independent* impossibility proof\n\nI treated the 7 prior \"wall\" verdicts as untrusted and re-derived everything independently with the EWM toolkit, including the multi-perception lenses the task flagged. Every distinct hypothesis was tested **on the real env**, not just reasoned:\n\n| # | Hypothesis | Test | Result |\n|---|---|---|---|\n| 1 | Win = cover BB(11) | Inspected all 4 prior level-ups | \u2705 Confirmed; L5's only field-BB is (50,10) |\n| 2 | Movement model wrong (gravity/slide/click-move) | Empirical move map + no-op drift | Walk-only \u00b12; **none** of those exist |\n| 3 | Hidden/incomplete toggles | Re-derived panel from scratch | Exactly 6 toggles + 4 8-march controls; the 3 \"no-ops\" are the 8-march **reverses** |\n| 4 | 8-march bridges the island | Maximal march (both axes) | Reaches col 21; seal at cols 22-29 never filled |\n| 5 | Portals reachable | Union BFS w/ teleport edges | Circular lock \u2014 4 disconnected components |\n| 6 | BB movable | All toggles | BB fixed at (50,10) |\n| 7 | **BB vault openable (any spawn)** | 105 toggle phases | **rows 46-49 never walkable \u2192 BB uncoverable by ANY means** |\n| 8 | Path-dependence | 9 distinct L4 exits + residual toggle states | Byte-identical L5 board + spawn every time |\n| 9 | Key-box collection on island | Walk all cells, both 9flip phases | No conversion, **no new diamond unlocked** |\n| 10 | Procedural/config win | Real-env board-state BFS | **403 distinct states \u2192 0 wins** |\n| 11 | Planner finds a path | `plan_in_model` depth-40 | 0 level-ups |\n\n**The decisive new finding (beyond all prior sessions):** BB(50,10) sits in a 63-cell sealed \"vault\" (rows 50-54); its only possible entrance from above (rows 46-49) is **never walkable in any of 105 toggle configurations**. So BB cannot be covered regardless of where the player starts or how L4 was completed \u2014 this is a *constructive, spawn- and path-independent* impossibility, not ", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 32, "n_text_blocks": 28, "tool_calls_by_name": {"Bash": 24, "Read": 10, "Write": 18, "Edit": 4}, "n_user_msgs": 56, "api_error_status": null, "duration_ms": 1860836, "duration_api_ms": 1602041, "ttft_ms": 9905, "tokens": {"input": 15304, "output": 103975, "cache_creation": 180907, "cache_read": 6826407, "total": 7126593, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4269, "lines": 54, "sha256": "5351a253a1754ba82d48649a9f75e4ae484904878ec9a5d589b9483c4f6fa68c", "approx_tokens": 1067}, "prompt_file": "prompts/dc22__ewm-toolkit__2026-06-30T14-09-09Z.md", "solution_file": "solutions/dc22__ewm-toolkit__2026-06-30T14-09-09Z.json", "transcript_file": "transcripts/dc22__ewm-toolkit__2026-06-30T14-09-09Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "39065ba54db4e8e80b30d36f9ebefe5304f2f23c", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T14:40:11Z"} {"run_id": "g50t__ewm-toolkit__2026-06-30T14-40-12Z", "game": "g50t", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T14:40:12Z", "ended_at": "2026-06-30T16:02:05Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": null, "win": null, "full": false, "wrote_solution": false}, "action_stats": {"n_actions": 0, "n_click": 0, "n_directional": 0}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "daa793a8-06d2-470f-b66b-907167d138a2", "num_turns": 113, "n_messages": 2697, "n_tool_calls": 115, "cost_usd": 26.81164600000001, "usage": {"input_tokens": 17388, "cache_creation_input_tokens": 625576, "cache_read_input_tokens": 25070298, "output_tokens": 299063, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 625576, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 4273, "cache_read_input_tokens": 402043, "cache_creation_input_tokens": 2671, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 2671}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "I've now exhaustively tested every distinct hypothesis I and a fresh-perspective subagent could conceive (~32 experiments this session), plus the prior session's ~60, plus a 240-episode search \u2014 all negative. Let me do a final honest consolidation.\n\nI did **not** crack L5\u2192L6. Here's the complete, evidence-based picture.\n\n## What I established (all rigorously verified, source-free)\n\n**The L5 board** (level the player is on after the frontier): player (color-9, 5\u00d75) top-right; **e** (color-14, 5\u00d75) above it; goal box bottom-center (52,47); two color-8 channels with bottom switches; three color-11 bars (col4, col22, and a **seal** at rows50-54 cols15-36). Budget = exactly **130 moves**.\n\n**The frontier is canonical, not polluted** (closing the prior session's #1 lead): a fresh game starts at level 0 and the 243-act frontier replays deterministically to L5. So this L5 is exactly what the game intends.\n\n**The goal is rigorously 5\u00d75-sealed.** Live multi-game reversible BFS (undo-verified) gives **exactly 17 reachable player cells in every config** (base / ch1 / ch2 / both-held \u2014 opening channels adds nothing). The goal island is walled on all four sides; the only descent (44,32)\u2192(50,32) lands on the **seal**, which **nothing moves**: tested every reachable cell, 2-channel+full-e-sweep, e *dwelling* on every corridor cell, and a 132-pair 2-input AND-gate \u2192 seal = 48 cells always.\n\n**e is a confined clock, not a usable avatar** (correcting the \"steerable transpose\" note): it advances 1 step per successful player move on a fixed inverted-L track (top corridor + col56 pocket), bounces at walls, **resets on respawn**, and never reaches below row20. Its only effect \u2014 transiently toggling the col4/col22 bars \u2014 is a dead-end (opens a bottom-left region that's *not reachable live* and disconnected from the goal anyway; no ratchet).\n\n**Warps \u2014 the L3/L4 win mechanic \u2014 structurally cannot fire here.** Comprehensive sweep (every control cell \u00d7 every entry \u00d7 up/down \u00d7 1&2 ghost \u00d7 ghos", "fast_mode_state": "off", "permission_mode": "bypassPermissions", "n_thinking_blocks": 75, "n_text_blocks": 59, "tool_calls_by_name": {"Bash": 45, "Read": 28, "Write": 33, "Edit": 7, "ToolSearch": 1, "Agent": 1}, "n_user_msgs": 115, "api_error_status": null, "duration_ms": 4911735, "duration_api_ms": 4474973, "ttft_ms": 11057, "tokens": {"input": 17388, "output": 299063, "cache_creation": 625576, "cache_read": 25070298, "total": 26012325, "source": "result_block"}, "cost_basis": "result_block"}, "solver_meta": null, "model_config": {"requested_model": "claude-opus-4-8", "resolved_model": "claude-opus-4-8", "effort": "high", "fallback_model": null, "claude_code_version": "2.1.196", "fast_mode_state": "off", "permission_mode": "bypassPermissions"}, "prompt_stats": {"chars": 4269, "lines": 54, "sha256": "a1cef3fe5afe061d4079ea14dc2875b3972cee3ed10ea39e092c549ed363b043", "approx_tokens": 1067}, "prompt_file": "prompts/g50t__ewm-toolkit__2026-06-30T14-40-12Z.md", "solution_file": null, "transcript_file": "transcripts/g50t__ewm-toolkit__2026-06-30T14-40-12Z.jsonl", "provenance": {"host": {"hostname": "Mac.lan", "platform": "macOS-26.5-arm64-arm-64bit-Mach-O", "system": "Darwin", "machine": "arm64", "python": "3.14.6"}, "git": {"commit": "39065ba54db4e8e80b30d36f9ebefe5304f2f23c", "branch": "e137-schema-induction", "dirty": true, "remote": "https://github.com/quome-cloud/openworld.git"}, "scripts": {"run_arc_agent_ewm_toolkit.sh": {"sha256": "e92b533006a5b5909c29a0ce6f5901a666aaf6a176344638aaaa52537f5f6cc6", "bytes": 8968, "mtime": "2026-06-30T08:11:59Z"}}}, "captured_at": "2026-06-30T16:02:05Z"} {"run_id": "lf52__ewm-toolkit__2026-06-30T15-22-20Z", "game": "lf52", "tier": "ewm-toolkit", "method": "ewm-toolkit", "source_free": true, "fairness": "source-free (process-isolated SandboxGame; audit-gated)", "runner": "run_arc_agent_ewm_toolkit.sh", "started_at": "2026-06-30T15:22:20Z", "ended_at": "2026-06-30T16:43:24Z", "dataset_version": "1.0", "benchmark": {"name": "ARC-AGI-3", "grid": "64x64", "colors": 16, "actions": "directional 1-5,7 + click ACTION6(x,y)"}, "outcome": {"levels": null, "win": null, "full": false, "wrote_solution": false}, "action_stats": {"n_actions": 0, "n_click": 0, "n_directional": 0}, "transcript_summary": {"model": "claude-opus-4-8", "claude_code_version": "2.1.196", "session_id": "7fcf79d7-a8b1-4ca5-9989-0523f8ba53c1", "num_turns": 132, "n_messages": 2245, "n_tool_calls": 131, "cost_usd": 27.92818650000001, "usage": {"input_tokens": 11189, "cache_creation_input_tokens": 570617, "cache_read_input_tokens": 31339143, "output_tokens": 259860, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 570617, "ephemeral_5m_input_tokens": 0}, "inference_geo": "not_available", "iterations": [{"input_tokens": 2, "output_tokens": 1017, "cache_read_input_tokens": 436858, "cache_creation_input_tokens": 253, "cache_creation": {"ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 253}, "type": "message"}], "speed": "standard"}, "is_error": false, "result_text": "I've completed a thorough source-free investigation of lf52's L6\u2192L7 transition. Here is an honest summary.\n\n## Outcome: did not raise `g.levels` beyond 6\n\nThe deepest verified solution remains `frontier.json` (L6, 318 actions). I did **not** fabricate a `solved.json` \u2014 there is no verified L7 path.\n\n## What I decoded cleanly (independent re-derivation, ~37 experiments)\n\n- **Reset protocol:** double-reset (`g.reset();g.reset()`) before replay is mandatory \u2014 a single reset after any click is polluted (cart lands at (44,44) not (38,38)).\n- **Grammar:** cart navigated by dirs 1/2/3/4 (confined to ~16\u201320 cells, rows 26\u201344). **Extract** a top-room item (dock under room \u2192 click item \u2192 click cart). **Carry** with arrows. **Deposit** only to its home room / slot0 (`(44,14)`) / slot5 (`(44,44)`). **Leapfrog** items over occupied neighbors. The full alternating leapfrog (c14: s0\u21922\u21924\u21926; c8: s5\u21927; c14: 6\u21928) reaches the right edge and **scrolls the camera east**, revealing a 2nd shelf + east rooms + a coupled multi-cart.\n- **New finding (prior sessions missed it):** **ACTION 7** is real \u2014 an \"auto-return-home\" pilot that picks up shelf items and routes them back to their source rooms, and the shelf re-pickup action at a dock. Prior search spaces used only dirs 1\u20134 + click, so they were incomplete.\n\n## Why it's the wall (structurally confirmed)\n\n1. **Only 1 c14 + 1 c8.** The L5\u2192L6 win (which I traced exactly) is a *two matching items* stacked in a goal column (room-slot + shelf-slot below). L6 can't build that.\n2. **Post-scroll, no cart can re-pickup the shelf items** \u2014 I drove a cart directly above c8 and tried ACT7, ACT7-repeat, and click-extract from every cart: zero lift. So the west items can't be ferried to the east goal-rooms.\n3. All 2-item shelf and post-scroll hop spaces are tiny dead-ends (3\u201312 states); the autonomous color-2 goal-box (the win precursor) never appeared in any experiment.\n\nThis independently reproduces the conclusion of several prior sessions. 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