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Record addc08935e6e484aa5bcc83250c74b17

FAIL

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

✕FAILanswered "{"steps": [{"step": 1, "tool": "read_file", "args": {"path": "audit.py"}, "ok..." · model Gemma 4 31B QAT

finish_reason: stop · tokens in/out: 50071/2959 · cost: $0.005895 · latency: 132465.8 ms

repo_fixtemplatestop

verifier_detail: kind=repo_fix;campaign=1;protocol=text;outcome=stopped_short;detail=no_change;bug=wrong_op;bug_module=audit;edited=-;turns=8;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=2;max_tokens=6000;n_calls=7;n_reads=3;n_searches=0;n_neighbors=0;n_edits=0;n_test_runs=1;edit_nomatch=3;edit_nonunique=0;whole_file_rewrite=0;test_edit_attempts=0;unknown_tool=0;n_errors=3;calls_to_first_cause_read=1;files_read=1;files_read_on_path=1;ran_tests_after_last_edit=0;context_window=32768;wall_s=132

lineage: addc0893

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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 243 chars · 50,071 tokens in
The test suite currently fails:

tests/test_audit.py::test_solve_1 FAILED
    assert solve(8, [10, 10, 20, 9]) == 921
    AssertionError: solve(8, [10, 10, 20, 9]) returned 905
1 failed, 0 passed

Repository files:
audit.py
tests/test_audit.py
Response 2,959 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "read_file", "args": {"path": "audit.py"}, "ok": true, "kind": null, "output": "   1  def solve(score, codes):\n   2      factor = 4\n   3      values = [5, 8, 5, 9]\n   4      cost = score + 9\n   5      cost = cost // 2\n   6      marks = [6, 0]\n   7      rows = marks\n   8      rows += [10]\n   9      rows = rows + [27]\n  10      slots = marks[:]\n  11      slots.append(33)\n  12      factor += len(marks) + marks[-1]\n  13      bins = [9, 7, 5, 0, 4]\n  14      credit = 0\n  15      for cur in bins:\n  16          if cur > 1:\n  17              credit += cur\n  18          else:\n  19              credit -= 1\n  20      factor += credit\n  21      cost = cost // 2\n  22      batch = [2, 7, 1, 5, 3]\n  23      scores = batch[1:len(batch) - 1]\n  24      factor += len(scores) + scores[-1]\n  25      factor += cost\n  26      factor += score\n  27      factor += len(codes)\n  28      factor += values[0]\n  29      factor = factor + collect_window('ayc', score)\n  30      factor = factor + sum(score_total(codes[:]))\n  31      return factor\n  32  \n  33  \n  34  def collect_window(word, budget):\n  35      score = 8\n  36      offset = 9\n  37      spare = 2\n  38      spare += offset\n  39      rows = [1, 5]\n  40      queue = rows\n  41      queue += [19]\n  42      queue = queue + [21]\n  43      scores = rows[:]\n  44      scores.append(33)\n  45      score += len(rows) + rows[-1]\n  46      cells = [6, 3, 0, 2, 8]\n  47      step = 0\n  48      for e in cells:\n  49          if e > 7:\n  50              step += e\n  51          else:\n  52              step -= 1\n  53      score += step\n  54      spare += 3\n  55      bins = [4, 8, 1, 9, 3]\n  56      codes = bins[1:len(bins) - 1]\n  57      score += len(codes) + codes[-1]\n  58      score += spare * 2\n  59      score += len(word)\n  60      score -= budget\n  61      score += offset\n  62      score = score + estimate_margin(word)\n  63      score = score + sum(score_total([-2, 4, 0]))\n  64      return score\n  65  \n  66  \n  67  def estimate_margin(label):\n  68      amount = 6\n  69      reserve = 9\n  70      cost = 4\n  71      credit = reserve + 1\n  72      credit += 3\n  73      parts = [1, 6, 6]\n  74      bins = parts\n  75      bins += [15]\n  76      bins = bins + [24]\n  77      values = parts[:]\n  78      values.append(37)\n  79      amount += len(parts) + parts[-1]\n  80      codes = [9, 0, 1, 4]\n  81      depth = 0\n  82      for cur in codes:\n  83          if cur > 7:\n  84              depth += cur\n  85          else:\n  86              depth -= 3\n  87      amount += depth\n  88      credit += cost\n  89      nums = [2, 7, 4, 0, 8]\n  90      batch = nums[1:len(nums) - 1]\n  91      amount += len(batch) + batch[-1]\n  92      amount += credit\n  93      amount += reserve\n  94      amount += len(label)\n  95      amount += cost\n  96      amount = amount + sum(apply_stock([-1, 1, 5]))\n  97      amount = amount + update_window(4)\n  98      return amount\n  99  \n 100  \n 101  def score_total(codes):\n 102      nums = [5, 0, 8]\n 103      factor = 8\n 104      value = 7\n 105      weight = value + 4\n 106      weight = weight // 2\n 107      rows = [6, 4, 0]\n 108      slots = rows\n 109      slots += [14]\n 110      slots = slots + [22]\n 111      stack = rows[:]\n 112      stack.append(30)\n 113      nums.append(len(rows) + rows[-1])\n 114      parts = [5, 9, 6, 1]\n 115      credit = 0\n 116      for cur in parts:\n 117          if cur > 2:\n 118              credit += cur\n 119          else:\n 120              credit -= 2\n 121      nums.append(credit)\n 122      weight += value\n 123      bins = [4, 9, 7, 1, 5, 8]\n 124      marks = bins[1:len(bins) - 1]\n 125      nums.append(len(marks) + marks[-1])\n 126      nums.append(weight)\n 127      nums.append(factor)\n 128      nums.append(value * 2)\n 129      nums.append(codes[0])\n 130      nums = nums + allocate_units(codes[:], 5)\n 131      return nums\n 132  \n 133  \n 134  def apply_stock(bins):\n 135      stack = [5, 9]\n 136      step = 3\n 137      level = 4\n 138      limit = 5\n 139      limit = limit * 2 - 4\n 140      cells = [4, 2]\n 141      items = cells\n 142      items += [17]\n 143      item...[clipped]"}, {"step": 2, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_audit.py::test_solve_1 FAILED\n    assert solve(8, [10, 10, 20, 9]) == 921\n    AssertionError: solve(8, [10, 10, 20, 9]) returned 905\n1 failed, 0 passed"}, {"step": 3, "tool": "read_file", "args": {"path": "tests/test_audit.py"}, "ok": true, "kind": null, "output": "   1  from audit import solve\n   2  \n   3  \n   4  def test_solve_1():\n   5      assert solve(8, [10, 10, 20, 9]) == 921"}, {"step": 4, "tool": "read_file", "args": {"path": "audit.py"}, "ok": true, "kind": null, "output": "   1  def solve(score, codes):\n   2      factor = 4\n   3      values = [5, 8, 5, 9]\n   4      cost = score + 9\n   5      cost = cost // 2\n   6      marks = [6, 0]\n   7      rows = marks\n   8      rows += [10]\n   9      rows = rows + [27]\n  10      slots = marks[:]\n  11      slots.append(33)\n  12      factor += len(marks) + marks[-1]\n  13      bins = [9, 7, 5, 0, 4]\n  14      credit = 0\n  15      for cur in bins:\n  16          if cur > 1:\n  17              credit += cur\n  18          else:\n  19              credit -= 1\n  20      factor += credit\n  21      cost = cost // 2\n  22      batch = [2, 7, 1, 5, 3]\n  23      scores = batch[1:len(batch) - 1]\n  24      factor += len(scores) + scores[-1]\n  25      factor += cost\n  26      factor += score\n  27      factor += len(codes)\n  28      factor += values[0]\n  29      factor = factor + collect_window('ayc', score)\n  30      factor = factor + sum(score_total(codes[:]))\n  31      return factor\n  32  \n  33  \n  34  def collect_window(word, budget):\n  35      score = 8\n  36      offset = 9\n  37      spare = 2\n  38      spare += offset\n  39      rows = [1, 5]\n  40      queue = rows\n  41      queue += [19]\n  42      queue = queue + [21]\n  43      scores = rows[:]\n  44      scores.append(33)\n  45      score += len(rows) + rows[-1]\n  46      cells = [6, 3, 0, 2, 8]\n  47      step = 0\n  48      for e in cells:\n  49          if e > 7:\n  50              step += e\n  51          else:\n  52              step -= 1\n  53      score += step\n  54      spare += 3\n  55      bins = [4, 8, 1, 9, 3]\n  56      codes = bins[1:len(bins) - 1]\n  57      score += len(codes) + codes[-1]\n  58      score += spare * 2\n  59      score += len(word)\n  60      score -= budget\n  61      score += offset\n  62      score = score + estimate_margin(word)\n  63      score = score + sum(score_total([-2, 4, 0]))\n  64      return score\n  65  \n  66  \n  67  def estimate_margin(label):\n  68      amount = 6\n  69      reserve = 9\n  70      cost = 4\n  71      credit = reserve + 1\n  72      credit += 3\n  73      parts = [1, 6, 6]\n  74      bins = parts\n  75      bins += [15]\n  76      bins = bins + [24]\n  77      values = parts[:]\n  78      values.append(37)\n  79      amount += len(parts) + parts[-1]\n  80      codes = [9, 0, 1, 4]\n  81      depth = 0\n  82      for cur in codes:\n  83          if cur > 7:\n  84              depth += cur\n  85          else:\n  86              depth -= 3\n  87      amount += depth\n  88      credit += cost\n  89      nums = [2, 7, 4, 0, 8]\n  90      batch = nums[1:len(nums) - 1]\n  91      amount += len(batch) + batch[-1]\n  92      amount += credit\n  93      amount += reserve\n  94      amount += len(label)\n  95      amount += cost\n  96      amount = amount + sum(apply_stock([-1, 1, 5]))\n  97      amount = amount + update_window(4)\n  98      return amount\n  99  \n 100  \n 101  def score_total(codes):\n 102      nums = [5, 0, 8]\n 103      factor = 8\n 104      value = 7\n 105      weight = value + 4\n 106      weight = weight // 2\n 107      rows = [6, 4, 0]\n 108      slots = rows\n 109      slots += [14]\n 110      slots = slots + [22]\n 111      stack = rows[:]\n 112      stack.append(30)\n 113      nums.append(len(rows) + rows[-1])\n 114      parts = [5, 9, 6, 1]\n 115      credit = 0\n 116      for cur in parts:\n 117          if cur > 2:\n 118              credit += cur\n 119          else:\n 120              credit -= 2\n 121      nums.append(credit)\n 122      weight += value\n 123      bins = [4, 9, 7, 1, 5, 8]\n 124      marks = bins[1:len(bins) - 1]\n 125      nums.append(len(marks) + marks[-1])\n 126      nums.append(weight)\n 127      nums.append(factor)\n 128      nums.append(value * 2)\n 129      nums.append(codes[0])\n 130      nums = nums + allocate_units(codes[:], 5)\n 131      return nums\n 132  \n 133  \n 134  def apply_stock(bins):\n 135      stack = [5, 9]\n 136      step = 3\n 137      level = 4\n 138      limit = 5\n 139      limit = limit * 2 - 4\n 140      cells = [4, 2]\n 141      items = cells\n 142      items += [17]\n 143      item...[clipped]"}, {"step": 5, "tool": "edit_file", "args": {"path": "audit.py", "old": "      cost = cost // 2", "new": "      cost = cost"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in audit.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}, {"step": 6, "tool": "edit_file", "args": {"path": "audit.py", "old": "      cost = cost // 2", "new": "      cost = cost"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in audit.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}, {"step": 7, "tool": "edit_file", "args": {"path": "audit.py", "old": "      cost = cost // 2\n      batch = [2, 7, 1, 5, 3]", "new": "      cost = cost\n      batch = [2, 7, 1, 5, 3]"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in audit.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}], "diff": "", "assistant": ["```tool_code\nread_file(path='audit.py')\n```", "```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='tests/test_audit.py')\n```", "```tool_code\nread_file(path='audit.py')\n```", "```tool_code\nedit_file(path='audit.py', old='      cost = cost // 2', new='      cost = cost')\n```\n", "```tool_code\nedit_file(path='audit.py', old='      cost = cost // 2', new='      cost = cost')\n```\n\nWait, I see the error. There are two lines that are `      cost = cost // 2`. Line 5 and Line 21. The `edit_file` tool requires the `old` string to occur exactly once.\n\nLet's try to be more specific.\n\n```tool_code\nedit_file(path='audit.py', old='      cost = cost // 2\\n      batch = [2, 7, 1, 5, 3]', new='      cost = cost\\n      batch = [2, 7, 1, 5, 3]')\n```\n\nWait, the `edit_file` tool replaces one occurrence of `old` with `new`. If I include the next line, it might work. But let's check the line numbers again.\n\nLine 5: `      cost = cost // 2`\nLine 21: `      cost = cost // 2`\n\nI will try to replace line 21 by including the line before it.\n\n```tool_code\nedit_file(path='audit.py', old='      factor += credit\\n      cost = cost // 2', new='      factor += credit\\n      cost = cost')\n```", "```tool_code\nedit_file(path='audit.py', old='      cost = cost // 2\\n      batch = [2, 7, 1, 5, 3]', new='      cost = cost\\n      batch = [2, 7, 1, 5, 3]')\n```", "```tool_code\nwrite_file(path='audit.py', content=\"def solve(score, codes):\n    factor = 4\n    values = [5, 8, 5, 9]\n    cost = score + 9\n    cost = cost // 2\n    marks = [6, 0]\n    rows = marks\n    rows += [10]\n    rows = rows + [27]\n    slots = marks[:]\n    slots.append(33)\n    factor += len(marks) + marks[-1]\n    bins = [9, 7, 5, 0, 4]\n    credit = 0\n    for cur in bins:\n        if cur > 1:\n            credit += cur\n        else:\n            credit -= 1\n    factor += credit\n    cost = cost\n    batch = [2, 7, 1, 5, 3]\n    scores = batch[1:len(batch) - 1]\n    factor += len(scores) + scores[-1]\n    factor += cost\n    factor += score\n    factor += len(codes)\n    factor += values[0]\n    factor = factor + collect_window('ayc', score)\n    factor = factor + sum(score_total(codes[:]))\n    return factor\n\n\ndef collect_window(word, budget):\n    score = 8\n    offset = 9\n    spare = 2\n    spare += offset\n    rows = [1, 5]\n    queue = rows\n    queue += [19]\n    queue = queue + [21]\n    scores = rows[:]\n    scores.append(33)\n    score += len(rows) + rows[-1]\n    cells = [6, 3, 0, 2, 8]\n    step = 0\n    for e in cells:\n        if e > 7:\n            step += e\n        else:\n            step -= 1\n    score += step\n    spare += 3\n    bins = [4, 8, 1, 9, 3]\n    codes = bins[1:len(bins) - 1]\n    score += len(codes) + codes[-1]\n    score += spare * 2\n    score += len(word)\n    score -= budget\n    score += offset\n    score = score + estimate_margin(word)\n    score = score + sum(score_total([-2, 4, \n...[3497 chars clipped]...\nlen(stack) - 1]\n    rate += len(slots) + slots[-1]\n    rate += count\n    rate += queue[0]\n    rate += len(bins)\n    rate += amount * 2\n    return rate\n\n\ndef update_window(score):\n    bonus = 7\n    word = 'cat'\n    size = 5\n    delta = 6\n    delta = delta + score * 2\n    slots = [9, 8, 0]\n    stack = slots\n    stack += [10]\n    stack = stack + [21]\n    bins = slots[:]\n    bins.append(38)\n    bonus += len(slots) + slots[-1]\n    rows = [3, 2, 7, 1, 0]\n    offset = 0\n    for elem in rows:\n        if elem > score:\n            offset += elem\n        else:\n            offset -= 1\n    bonus += offset\n    delta += score\n    values = [1, 9, 4, 2, 6]\n    batch = values[1:len(values) - 1]\n    bonus += len(batch) + batch[-1]\n    bonus += delta\n    bonus += len(word)\n    bonus += score\n    bonus += size\n    parts = [7, 2, 2]\n    amount = 6\n    limit = 8\n    height = 1\n    reserve = 3\n    reserve = reserve // 2\n    marks = [8, 9]\n    cells = marks\n    cells += [14]\n    cells = cells + [22]\n    scores = marks[:]\n    scores.append(37)\n    amount += len(marks) + marks[-1]\n    codes = [2, 4, 6, 1, 0]\n    weight = 0\n    for cur in codes:\n        if cur > height:\n            weight += cur\n        else:\n            weight -= 2\n    amount += weight\n    reserve -= 3\n    queue = [6, 9, 2, 0, 4]\n    items = queue[1:len(queue) - 1]\n    amount += len(items) + items[-1]\n    amount += reserve\n    amount += limit\n    amount += height\n    amount += parts[0]\n    bonus = bonus + amount\n    return bonus\n\")\n```"]}
Reasoning not captured

(no reasoning captured)

Realized dims 33
dimvalue
bug_distance1.0
calls_to_first_cause_read1.0
clone_trap0.0
distractor_modules0.0
edit_nomatch3.0
edit_nonunique0.0
files_read1.0
files_read_on_path1.0
hidden_inputs4.0
inlined1.0
lines290.0
lookalike_twins0.0
max_fanout2.0
n_bugs1.0
n_calls7.0
n_crossing_edges0.0
n_edges9.0
n_edits0.0
n_errors3.0
n_files1.0
n_funcs8.0
n_modules1.0
n_neighbors0.0
n_reads3.0
n_searches0.0
n_test_runs1.0
path_crosses_every_hop0.0
protocol_version2.0
ran_tests_after_last_edit0.0
test_edit_attempts0.0
tokens_in_total50071.0
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_modules1.0
n_statements8.0
opaque_names0.0
restate_imports0.0
restate_symbols0.0
tool_budget20.0