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Record c18521f7602a46ebb56953247b872029

FAIL

Verdict and provenance first; raw prompt/response/reasoning below, collapsed.

✕FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": n..." · model Gemma 4 31B QAT

finish_reason: stop · tokens in/out: 141866/455 · cost: $0.014323 · latency: 45307.4 ms

repo_fixtemplatestop

verifier_detail: kind=repo_fix;campaign=1;protocol=text;outcome=budget_exhausted;detail=wrong_value;bug=wrong_op;bug_module=budgeting;edited=budgeting.py;turns=20;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=0;max_tokens=6000;n_calls=20;n_reads=10;n_searches=0;n_neighbors=0;n_edits=5;n_test_runs=4;edit_nomatch=1;edit_nonunique=0;whole_file_rewrite=0;test_edit_attempts=0;unknown_tool=0;n_errors=1;calls_to_first_cause_read=3;files_read=4;files_read_on_path=2;ran_tests_after_last_edit=1;context_window=32768;wall_s=45

lineage: c18521f7

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Why did it fail? Nemotron 3 Ultra · live on Nebius Token Factory

Ultra reads the prompt, this answer, the verified correct answer and the difficulty settings, then explains the mistake. The verifier's own classification is shown next to it for comparison.

Prompt 552 chars · 141,866 tokens in
The test suite currently fails:

tests/test_rewards.py::test_solve_1 FAILED
    assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]
    AssertionError: solve(11, [11]) returned [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, 10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]
tests/test_rewards.py::test_solve_2 PASSED
tests/test_rewards.py::test_solve_3 PASSED
1 failed, 2 passed

Repository files:
budgeting.py
quotas.py
ranking.py
rewards.py
tests/test_rewards.py
Response 455 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_rewards.py::test_solve_1 FAILED\n    assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n    AssertionError: solve(11, [11]) returned [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, 10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\ntests/test_rewards.py::test_solve_2 PASSED\ntests/test_rewards.py::test_solve_3 PASSED\n1 failed, 2 passed"}, {"step": 2, "tool": "read_file", "args": {"path": "rewards.py"}, "ok": true, "kind": null, "output": "   1  from budgeting import collect_tags\n   2  from quotas import rank_reserve\n   3  \n   4  \n   5  def solve(count, codes):\n   6      stack = [4, 1]\n   7      items = [1, 2]\n   8      tally = 9\n   9      tally = tally + count * 2\n  10      values = [5, 1]\n  11      cells = values\n  12      cells += [12]\n  13      cells = cells + [27]\n  14      rows = values[:]\n  15      rows.append(35)\n  16      stack.append(len(values) + values[-1])\n  17      batch = [0, 5, 6, 9]\n  18      bonus = 0\n  19      for e in batch:\n  20          if e > count:\n  21              bonus += e\n  22          else:\n  23              bonus -= 2\n  24      stack.append(bonus)\n  25      tally += 7\n  26      bins = [3, 9, 5, 2, 7]\n  27      parts = bins[1:len(bins) - 1]\n  28      stack.append(len(parts) + parts[-1])\n  29      stack.append(tally * 2)\n  30      stack.append(count)\n  31      stack.append(len(items))\n  32      stack.append(len(codes))\n  33      stack = stack + collect_tags(count)\n  34      stack = stack + rank_reserve(codes[:])\n  35      return stack"}, {"step": 3, "tool": "read_file", "args": {"path": "budgeting.py"}, "ok": true, "kind": null, "output": "   1  from quotas import apply_total\n   2  \n   3  \n   4  def collect_tags(size):\n   5      queue = [8, 7]\n   6      slots = [5, 4, 4]\n   7      cells = [6, 8, 6]\n   8      limit = size + 9\n   9      limit = limit // 2\n  10      items = [5, 0, 5]\n  11      scores = items\n  12      scores += [15]\n  13      scores = scores + [23]\n  14      marks = items[:]\n  15      marks.append(35)\n  16      queue.append(len(items) + items[-1])\n  17      stack = [5, 4, 0, 8, 6]\n  18      base = 0\n  19      for elem in stack:\n  20          if elem > size:\n  21              base += elem\n  22          else:\n  23              base += 2\n  24      queue.append(base)\n  25      limit = limit * 2 - 2\n  26      rows = [7, 0, 8, 5, 3, 1]\n  27      batch = rows[1:len(rows) - 1]\n  28      queue.append(len(batch) + batch[-1])\n  29      queue.append(limit * 2)\n  30      queue.append(slots[-1])\n  31      queue.append(size * 2)\n  32      queue.append(cells[-1])\n  33      queue = queue + [apply_total(size)]\n  34      return queue"}, {"step": 4, "tool": "read_file", "args": {"path": "quotas.py"}, "ok": true, "kind": null, "output": "   1  from ranking import reconcile_penalty\n   2  \n   3  \n   4  def rank_reserve(nums):\n   5      amount = 8\n   6      tally = 5\n   7      token = 'mint'\n   8      level = tally + 2\n   9      level += 4\n  10      scores = [3, 2, 2]\n  11      items = scores\n  12      items += [13]\n  13      items = items + [22]\n  14      rows = scores[:]\n  15      rows.append(39)\n  16      nums.append(len(scores) + scores[-1])\n  17      cells = [0, 6, 9, 1]\n  18      score = 0\n  19      for x in cells:\n  20          if x > amount:\n  21              score += x\n  22          else:\n  23              score -= 3\n  24      nums.append(score)\n  25      level += 4\n  26      slots = [3, 1, 8, 5, 6]\n  27      codes = slots[1:len(slots) - 1]\n  28      nums.append(len(codes) + codes[-1])\n  29      nums.append(level * 2)\n  30      nums.append(amount)\n  31      nums.append(tally * 2)\n  32      nums.append(len(token))\n  33      nums = nums + [estimate_units(3)]\n  34      nums = nums + [reconcile_penalty('aax', 6)]\n  35      return nums\n  36  \n  37  \n  38  def estimate_units(shift):\n  39      base = 1\n  40      cells = [3, 8, 3]\n  41      prefix = 'kit'\n  42      factor = shift + 5\n  43      factor += shift\n  44      items = [3, 0]\n  45      marks = items\n  46      marks += [19]\n  47      marks = marks + [23]\n  48      nums = items[:]\n  49      nums.append(35)\n  50      base += len(items) + items[-1]\n  51      bins = [0, 8, 7, 9, 3]\n  52      depth = 0\n  53      for x in bins:\n  54          if x > shift:\n  55              depth += x\n  56          else:\n  57              depth -= 2\n  58      base += depth\n  59      factor = factor // 2\n  60      stack = [1, 9, 3, 0, 2]\n  61      parts = stack[1:len(stack) - 1]\n  62      base += len(parts) + parts[-1]\n  63      base += factor * 2\n  64      base += cells[0]\n  65      base += len(prefix)\n  66      base += shift\n  67      base = base + derive_credit([3, 5, 1])\n  68      base = base + update_window(shift, 'abz')\n  69      return base\n  70  \n  71  \n  72  def derive_credit(nums):\n  73      height = 8\n  74      base = 4\n  75      weight = 6\n  76      amount = base + 9\n  77      amount = amount // 2\n  78      marks = [5, 8]\n  79      bins = marks\n  80      bins += [11]\n  81      bins = bins + [29]\n  82      slots = marks[:]\n  83      slots.append(32)\n  84      height += len(marks) + marks[-1]\n  85      codes = [7, 5, 4, 0]\n  86      total = 0\n  87      for elem in codes:\n  88          if elem > weight:\n  89              total += elem\n  90          else:\n  91              total -= 3\n  92      height += total\n  93      amount += 5\n  94      cells = [6, 4, 2, 5, 3]\n  95      items = cells[1:len(cells) - 1]\n  96      height += len(items) + items[-1]\n  97      height += amount * 2\n  98      height += nums[-1]\n  99      height += base * 2\n 100      height += weight\n 101      return height\n 102  \n 103  \n 104  def update_window(extra, word):\n 105      factor = 5\n 106      bonus = 3\n 107      shift = factor + 8\n 108      shift += factor\n 109      marks = [3, 0, 6]\n 110      queue = marks\n 111      queue += [16]\n 112      queue = queue + [29]\n 113      rows = marks[:]\n 114      rows.append(33)\n 115      extra += len(marks) + marks[-1]\n 116      bins = [3, 1, 5, 4]\n 117      margin = 0\n 118      for entry in bins:\n 119          if entry > bonus:\n 120              margin += entry\n 121          else:\n 122              margin -= 3\n 123      extra += margin\n 124      shift = shift // 2\n 125      scores = [8, 5, 1, 9, 7]\n 126      codes = scores[1:len(scores) - 1]\n 127      extra += len(codes) + codes[-1]\n 128      extra += shift\n 129      extra += factor * 2\n 130      extra += bonus\n 131      extra += len(word)\n 132      return extra\n 133  \n 134  \n 135  def apply_total(step):\n 136      amount = 4\n 137      label = 'oak'\n 138      text = 'kit'\n 139      height = 6\n 140      height += step\n 141      values = [7, 1, 3]\n 142      batch = values\n 143      batch += [15]\n 144      batch = batch + [28]\n 145      parts = values[:]\n 146      pa...[clipped]"}, {"step": 5, "tool": "read_file", "args": {"path": "ranking.py"}, "ok": true, "kind": null, "output": "   1  def reconcile_penalty(tag, offset):\n   2      peak = 1\n   3      delta = 1\n   4      extra = offset + 8\n   5      extra += offset\n   6      items = [7, 0]\n   7      batch = items\n   8      batch += [13]\n   9      batch = batch + [22]\n  10      codes = items[:]\n  11      codes.append(36)\n  12      peak += len(items) + items[-1]\n  13      parts = [4, 3, 2, 7]\n  14      height = 0\n  15      for elem in parts:\n  16          if elem > 2:\n  17              height += elem\n  18          else:\n  19              height -= 3\n  20      peak += height\n  21      extra = extra + delta * 2\n  22      cells = [6, 5, 2, 7, 9]\n  23      marks = cells[1:len(cells) - 1]\n  24      peak += len(marks) + marks[-1]\n  25      peak += extra * 2\n  26      peak += len(tag)\n  27      peak += offset\n  28      peak += delta\n  29      peak = peak + sum(allocate_penalty([6, 0], offset))\n  30      return peak\n  31  \n  32  \n  33  def allocate_penalty(codes, height):\n  34      quota = 4\n  35      items = [4, 9]\n  36      step = 7\n  37      step = step // 2\n  38      scores = [2, 4, 9]\n  39      rows = scores\n  40      rows += [11]\n  41      rows = rows + [22]\n  42      parts = scores[:]\n  43      parts.append(39)\n  44      codes.append(len(scores) + scores[-1])\n  45      queue = [6, 0, 4, 1, 2]\n  46      score = 0\n  47      for e in queue:\n  48          if e > height:\n  49              score += e\n  50          else:\n  51              score -= 3\n  52      codes.append(score)\n  53      step += 5\n  54      cells = [7, 4, 9, 3, 1]\n  55      values = cells[1:len(cells) - 1]\n  56      codes.append(len(values) + values[-1])\n  57      codes.append(step)\n  58      codes.append(height * 2)\n  59      codes.append(quota)\n  60      codes.append(len(items))\n  61      return codes"}, {"step": 6, "tool": "read_file", "args": {"path": "tests/test_rewards.py"}, "ok": true, "kind": null, "output": "   1  from rewards import solve\n   2  \n   3  \n   4  def test_solve_1():\n   5      assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n   6  \n   7  \n   8  def test_solve_2():\n   9      assert solve(-4, [16, 6, -7]) == [4, 1, 15, 20, 5, 16, -4, 2, 3, 8, 7, 19, 23, 7, 4, 4, -8, 6, 44, 16, 6, -7, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n  10  \n  11  \n  12  def test_solve_3():\n  13      assert solve(-1, [0, 6, -2, -2, 3]) == [4, 1, 15, 20, 5, 28, -1, 2, 5, 8, 7, 19, 23, 7, 12, 4, -2, 6, 50, 0, 6, -2, -2, 3, 17, 0, 8, 30, 8, 10, 4, 193, 130]"}, {"step": 7, "tool": "read_file", "args": {"path": "quotas.py"}, "ok": true, "kind": null, "output": "   1  from ranking import reconcile_penalty\n   2  \n   3  \n   4  def rank_reserve(nums):\n   5      amount = 8\n   6      tally = 5\n   7      token = 'mint'\n   8      level = tally + 2\n   9      level += 4\n  10      scores = [3, 2, 2]\n  11      items = scores\n  12      items += [13]\n  13      items = items + [22]\n  14      rows = scores[:]\n  15      rows.append(39)\n  16      nums.append(len(scores) + scores[-1])\n  17      cells = [0, 6, 9, 1]\n  18      score = 0\n  19      for x in cells:\n  20          if x > amount:\n  21              score += x\n  22          else:\n  23              score -= 3\n  24      nums.append(score)\n  25      level += 4\n  26      slots = [3, 1, 8, 5, 6]\n  27      codes = slots[1:len(slots) - 1]\n  28      nums.append(len(codes) + codes[-1])\n  29      nums.append(level * 2)\n  30      nums.append(amount)\n  31      nums.append(tally * 2)\n  32      nums.append(len(token))\n  33      nums = nums + [estimate_units(3)]\n  34      nums = nums + [reconcile_penalty('aax', 6)]\n  35      return nums\n  36  \n  37  \n  38  def estimate_units(shift):\n  39      base = 1\n  40      cells = [3, 8, 3]\n  41      prefix = 'kit'\n  42      factor = shift + 5\n  43      factor += shift\n  44      items = [3, 0]\n  45      marks = items\n  46      marks += [19]\n  47      marks = marks + [23]\n  48      nums = items[:]\n  49      nums.append(35)\n  50      base += len(items) + items[-1]\n  51      bins = [0, 8, 7, 9, 3]\n  52      depth = 0\n  53      for x in bins:\n  54          if x > shift:\n  55              depth += x\n  56          else:\n  57              depth -= 2\n  58      base += depth\n  59      factor = factor // 2\n  60      stack = [1, 9, 3, 0, 2]\n  61      parts = stack[1:len(stack) - 1]\n  62      base += len(parts) + parts[-1]\n  63      base += factor * 2\n  64      base += cells[0]\n  65      base += len(prefix)\n  66      base += shift\n  67      base = base + derive_credit([3, 5, 1])\n  68      base = base + update_window(shift, 'abz')\n  69      return base\n  70  \n  71  \n  72  def derive_credit(nums):\n  73      height = 8\n  74      base = 4\n  75      weight = 6\n  76      amount = base + 9\n  77      amount = amount // 2\n  78      marks = [5, 8]\n  79      bins = marks\n  80      bins += [11]\n  81      bins = bins + [29]\n  82      slots = marks[:]\n  83      slots.append(32)\n  84      height += len(marks) + marks[-1]\n  85      codes = [7, 5, 4, 0]\n  86      total = 0\n  87      for elem in codes:\n  88          if elem > weight:\n  89              total += elem\n  90          else:\n  91              total -= 3\n  92      height += total\n  93      amount += 5\n  94      cells = [6, 4, 2, 5, 3]\n  95      items = cells[1:len(cells) - 1]\n  96      height += len(items) + items[-1]\n  97      height += amount * 2\n  98      height += nums[-1]\n  99      height += base * 2\n 100      height += weight\n 101      return height\n 102  \n 103  \n 104  def update_window(extra, word):\n 105      factor = 5\n 106      bonus = 3\n 107      shift = factor + 8\n 108      shift += factor\n 109      marks = [3, 0, 6]\n 110      queue = marks\n 111      queue += [16]\n 112      queue = queue + [29]\n 113      rows = marks[:]\n 114      rows.append(33)\n 115      extra += len(marks) + marks[-1]\n 116      bins = [3, 1, 5, 4]\n 117      margin = 0\n 118      for entry in bins:\n 119          if entry > bonus:\n 120              margin += entry\n 121          else:\n 122              margin -= 3\n 123      extra += margin\n 124      shift = shift // 2\n 125      scores = [8, 5, 1, 9, 7]\n 126      codes = scores[1:len(scores) - 1]\n 127      extra += len(codes) + codes[-1]\n 128      extra += shift\n 129      extra += factor * 2\n 130      extra += bonus\n 131      extra += len(word)\n 132      return extra\n 133  \n 134  \n 135  def apply_total(step):\n 136      amount = 4\n 137      label = 'oak'\n 138      text = 'kit'\n 139      height = 6\n 140      height += step\n 141      values = [7, 1, 3]\n 142      batch = values\n 143      batch += [15]\n 144      batch = batch + [28]\n 145      parts = values[:]\n 146      pa...[clipped]"}, {"step": 8, "tool": "read_file", "args": {"path": "rewards.py"}, "ok": true, "kind": null, "output": "   1  from budgeting import collect_tags\n   2  from quotas import rank_reserve\n   3  \n   4  \n   5  def solve(count, codes):\n   6      stack = [4, 1]\n   7      items = [1, 2]\n   8      tally = 9\n   9      tally = tally + count * 2\n  10      values = [5, 1]\n  11      cells = values\n  12      cells += [12]\n  13      cells = cells + [27]\n  14      rows = values[:]\n  15      rows.append(35)\n  16      stack.append(len(values) + values[-1])\n  17      batch = [0, 5, 6, 9]\n  18      bonus = 0\n  19      for e in batch:\n  20          if e > count:\n  21              bonus += e\n  22          else:\n  23              bonus -= 2\n  24      stack.append(bonus)\n  25      tally += 7\n  26      bins = [3, 9, 5, 2, 7]\n  27      parts = bins[1:len(bins) - 1]\n  28      stack.append(len(parts) + parts[-1])\n  29      stack.append(tally * 2)\n  30      stack.append(count)\n  31      stack.append(len(items))\n  32      stack.append(len(codes))\n  33      stack = stack + collect_tags(count)\n  34      stack = stack + rank_reserve(codes[:])\n  35      return stack"}, {"step": 9, "tool": "edit_file", "args": {"path": "rewards.py", "old": "            bonus -= 2", "new": "            bonus -= 10"}, "ok": true, "kind": null, "output": "edited rewards.py"}, {"step": 10, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_rewards.py::test_solve_1 FAILED\n    assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n    AssertionError: solve(11, [11]) returned [4, 1, 15, -40, 5, 76, 11, 2, 1, 8, 7, 19, 10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\ntests/test_rewards.py::test_solve_2 PASSED\ntests/test_rewards.py::test_solve_3 PASSED\n1 failed, 2 passed"}, {"step": 11, "tool": "edit_file", "args": {"path": "rewards.py", "old": "            bonus -= 10", "new": "            bonus -= 2"}, "ok": true, "kind": null, "output": "edited rewards.py"}, {"step": 12, "tool": "read_file", "args": {"path": "rewards.py"}, "ok": true, "kind": null, "output": "   1  from budgeting import collect_tags\n   2  from quotas import rank_reserve\n   3  \n   4  \n   5  def solve(count, codes):\n   6      stack = [4, 1]\n   7      items = [1, 2]\n   8      tally = 9\n   9      tally = tally + count * 2\n  10      values = [5, 1]\n  11      cells = values\n  12      cells += [12]\n  13      cells = cells + [27]\n  14      rows = values[:]\n  15      rows.append(35)\n  16      stack.append(len(values) + values[-1])\n  17      batch = [0, 5, 6, 9]\n  18      bonus = 0\n  19      for e in batch:\n  20          if e > count:\n  21              bonus += e\n  22          else:\n  23              bonus -= 2\n  24      stack.append(bonus)\n  25      tally += 7\n  26      bins = [3, 9, 5, 2, 7]\n  27      parts = bins[1:len(bins) - 1]\n  28      stack.append(len(parts) + parts[-1])\n  29      stack.append(tally * 2)\n  30      stack.append(count)\n  31      stack.append(len(items))\n  32      stack.append(len(codes))\n  33      stack = stack + collect_tags(count)\n  34      stack = stack + rank_reserve(codes[:])\n  35      return stack"}, {"step": 13, "tool": "read_file", "args": {"path": "budgeting.py"}, "ok": true, "kind": null, "output": "   1  from quotas import apply_total\n   2  \n   3  \n   4  def collect_tags(size):\n   5      queue = [8, 7]\n   6      slots = [5, 4, 4]\n   7      cells = [6, 8, 6]\n   8      limit = size + 9\n   9      limit = limit // 2\n  10      items = [5, 0, 5]\n  11      scores = items\n  12      scores += [15]\n  13      scores = scores + [23]\n  14      marks = items[:]\n  15      marks.append(35)\n  16      queue.append(len(items) + items[-1])\n  17      stack = [5, 4, 0, 8, 6]\n  18      base = 0\n  19      for elem in stack:\n  20          if elem > size:\n  21              base += elem\n  22          else:\n  23              base += 2\n  24      queue.append(base)\n  25      limit = limit * 2 - 2\n  26      rows = [7, 0, 8, 5, 3, 1]\n  27      batch = rows[1:len(rows) - 1]\n  28      queue.append(len(batch) + batch[-1])\n  29      queue.append(limit * 2)\n  30      queue.append(slots[-1])\n  31      queue.append(size * 2)\n  32      queue.append(cells[-1])\n  33      queue = queue + [apply_total(size)]\n  34      return queue"}, {"step": 14, "tool": "edit_file", "args": {"path": "budgeting.py", "old": "            base += 2", "new": "            base -= 10"}, "ok": true, "kind": null, "output": "edited budgeting.py"}, {"step": 15, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_rewards.py::test_solve_1 FAILED\n    assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n    AssertionError: solve(11, [11]) returned [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -50, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\ntests/test_rewards.py::test_solve_2 PASSED\ntests/test_rewards.py::test_solve_3 PASSED\n1 failed, 2 passed"}, {"step": 16, "tool": "edit_file", "args": {"path": "budgeting.py", "old": "            base -= 10", "new": "            base -= 2"}, "ok": true, "kind": null, "output": "edited budgeting.py"}, {"step": 17, "tool": "edit_file", "args": {"path": "budgeting.py", "old": "            base += 2", "new": "            base -= 2"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in budgeting.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}, {"step": 18, "tool": "read_file", "args": {"path": "budgeting.py"}, "ok": true, "kind": null, "output": "   1  from quotas import apply_total\n   2  \n   3  \n   4  def collect_tags(size):\n   5      queue = [8, 7]\n   6      slots = [5, 4, 4]\n   7      cells = [6, 8, 6]\n   8      limit = size + 9\n   9      limit = limit // 2\n  10      items = [5, 0, 5]\n  11      scores = items\n  12      scores += [15]\n  13      scores = scores + [23]\n  14      marks = items[:]\n  15      marks.append(35)\n  16      queue.append(len(items) + items[-1])\n  17      stack = [5, 4, 0, 8, 6]\n  18      base = 0\n  19      for elem in stack:\n  20          if elem > size:\n  21              base += elem\n  22          else:\n  23              base -= 2\n  24      queue.append(base)\n  25      limit = limit * 2 - 2\n  26      rows = [7, 0, 8, 5, 3, 1]\n  27      batch = rows[1:len(rows) - 1]\n  28      queue.append(len(batch) + batch[-1])\n  29      queue.append(limit * 2)\n  30      queue.append(slots[-1])\n  31      queue.append(size * 2)\n  32      queue.append(cells[-1])\n  33      queue = queue + [apply_total(size)]\n  34      return queue"}, {"step": 19, "tool": "edit_file", "args": {"path": "budgeting.py", "old": "            base -= 2", "new": "            base -= 12"}, "ok": true, "kind": null, "output": "edited budgeting.py"}, {"step": 20, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_rewards.py::test_solve_1 FAILED\n    assert solve(11, [11]) == [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -10, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\n    AssertionError: solve(11, [11]) returned [4, 1, 15, -8, 5, 76, 11, 2, 1, 8, 7, 19, -60, 7, 36, 4, 22, 6, 74, 11, 17, 0, 8, 30, 8, 10, 4, 193, 130]\ntests/test_rewards.py::test_solve_2 PASSED\ntests/test_rewards.py::test_solve_3 PASSED\n1 failed, 2 passed"}], "diff": "--- a/budgeting.py\n+++ b/budgeting.py\n@@ -21,5 +21,5 @@\n             base += elem\n         else:\n-            base += 2\n+            base -= 12\n     queue.append(base)\n     limit = limit * 2 - 2\n", "assistant": ["```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='rewards.py')\n```", "```tool_code\nread_file(path='budgeting.py')\n```", "```tool_code\nread_file(path='quotas.py')\n```", "```tool_code\nread_file(path='ranking.py')\n```", "```tool_code\nread_file(path='tests/test_rewards.py')\n```", "```tool_code\nread_file(path='quotas.py')\n```", "```tool_code\nread_file(path='rewards.py')\n```", "```tool_code\nedit_file(path='rewards.py', old='            bonus -= 2', new='            bonus -= 10')\n```", "```tool_code\nrun_tests()\n```", "```tool_code\nedit_file(path='rewards.py', old='            bonus -= 10', new='            bonus -= 2')\n```", "```tool_code\nread_file(path='rewards.py')\n```", "```tool_code\nread_file(path='budgeting.py')\n```", "```tool_code\nedit_file(path='budgeting.py', old='            base += 2', new='            base -= 10')\n```", "```tool_code\nrun_tests()\n```", "```tool_code\nedit_file(path='budgeting.py', old='            base -= 10', new='            base -= 2')\n```", "```tool_code\nedit_file(path='budgeting.py', old='            base += 2', new='            base -= 2')\n```", "```tool_code\nread_file(path='budgeting.py')\n```", "```tool_code\nedit_file(path='budgeting.py', old='            base -= 2', new='            base -= 12')\n```", "```tool_code\nrun_tests()\n```"]}
Reasoning not captured

(no reasoning captured)

Realized dims 33
dimvalue
bug_distance1.0
calls_to_first_cause_read3.0
clone_trap0.0
distractor_modules0.0
edit_nomatch1.0
edit_nonunique0.0
files_read4.0
files_read_on_path2.0
hidden_inputs4.0
inlined0.0
lines294.0
lookalike_twins0.0
max_fanout2.0
n_bugs1.0
n_calls20.0
n_crossing_edges4.0
n_edges8.0
n_edits5.0
n_errors1.0
n_files4.0
n_funcs9.0
n_modules4.0
n_neighbors0.0
n_reads10.0
n_searches0.0
n_test_runs4.0
path_crosses_every_hop1.0
protocol_version2.0
ran_tests_after_last_edit1.0
test_edit_attempts0.0
tokens_in_total141866.0
unknown_tool0.0
whole_file_rewrite0.0
Latent params 18
paramvalue
bug_distance1.0
bug_mix0.0
clone_trap0.0
distractor_modules0.0
fanout2.0
graph_tools0.0
hidden_inputs4.0
inline_p0.25
lookalike_names0.0
misleading_comments0.0
n_bugs1.0
n_funcs8.0
n_modules4.0
n_statements8.0
opaque_names0.0
restate_imports0.0
restate_symbols0.0
tool_budget20.0