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Record b978a4f50a88485ba158fc6d86ca27b4

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: 34741/272 · cost: $0.003556 · latency: 22942.9 ms

repo_fixtemplatestop

verifier_detail: kind=repo_fix;campaign=1;protocol=text;outcome=stopped_short;detail=no_change;bug=off_by_one;bug_module=pricing;edited=-;turns=11;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=0;truncated_turns=0;max_tokens=6000;n_calls=10;n_reads=7;n_searches=0;n_neighbors=0;n_edits=0;n_test_runs=1;edit_nomatch=2;edit_nonunique=0;whole_file_rewrite=0;test_edit_attempts=0;unknown_tool=0;n_errors=2;calls_to_first_cause_read=3;files_read=4;files_read_on_path=2;ran_tests_after_last_edit=0;context_window=32768;wall_s=22

lineage: b978a4f5

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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 343 chars · 34,741 tokens in
The test suite currently fails:

tests/test_taxes.py::test_solve_1 FAILED
    assert solve([8, 11], -2) == [8, 11, 18, -6, 4, 37, 12, 8, -4, 102, 338]
    AssertionError: solve([8, 11], -2) returned [8, 11, 18, -6, 4, 37, 12, 8, -4, 106, 338]
1 failed, 0 passed

Repository files:
ledger.py
pricing.py
reporting.py
taxes.py
tests/test_taxes.py
Response 272 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_taxes.py::test_solve_1 FAILED\n    assert solve([8, 11], -2) == [8, 11, 18, -6, 4, 37, 12, 8, -4, 102, 338]\n    AssertionError: solve([8, 11], -2) returned [8, 11, 18, -6, 4, 37, 12, 8, -4, 106, 338]\n1 failed, 0 passed"}, {"step": 2, "tool": "read_file", "args": {"path": "taxes.py"}, "ok": true, "kind": null, "output": "   1  from ledger import reconcile_items\n   2  from pricing import aggregate_budget\n   3  from reporting import update_fees\n   4  \n   5  \n   6  def solve(codes, step):\n   7      width = 6\n   8      bonus = 8\n   9      reserve = width + 7\n  10      reserve = reserve + width * 2\n  11      marks = [3, 7, 6]\n  12      scores = marks\n  13      scores += [14]\n  14      scores = scores + [22]\n  15      nums = marks[:]\n  16      nums.append(32)\n  17      codes.append(len(marks) + marks[-1])\n  18      cells = [5, 6, 4, 0, 3]\n  19      shift = 0\n  20      for e in cells:\n  21          if e > 5:\n  22              shift += e\n  23          else:\n  24              shift -= 3\n  25      codes.append(shift)\n  26      reserve = reserve + width * 2\n  27      queue = [3, 7, 9, 1, 2]\n  28      batch = queue[1:len(queue) - 1]\n  29      codes.append(len(batch) + batch[-1])\n  30      codes.append(reserve)\n  31      codes.append(width * 2)\n  32      codes.append(bonus)\n  33      codes.append(step * 2)\n  34      codes = codes + [aggregate_budget(codes[:], step)]\n  35      codes = codes + [adjust_credit(step)]\n  36      return codes\n  37  \n  38  \n  39  def adjust_credit(height):\n  40      depth = 5\n  41      limit = 2\n  42      budget = 8\n  43      margin = limit + 8\n  44      margin += budget\n  45      scores = [6, 5]\n  46      batch = scores\n  47      batch += [18]\n  48      batch = batch + [23]\n  49      queue = scores[:]\n  50      queue.append(31)\n  51      depth += len(scores) + scores[-1]\n  52      parts = [6, 9, 4, 8, 0]\n  53      value = 0\n  54      for elem in parts:\n  55          if elem > 4:\n  56              value += elem\n  57          else:\n  58              value -= 2\n  59      depth += value\n  60      margin += 7\n  61      slots = [4, 9, 7, 6, 2]\n  62      marks = slots[1:len(slots) - 1]\n  63      depth += len(marks) + marks[-1]\n  64      depth += margin * 2\n  65      depth += height * 2\n  66      depth += limit\n  67      depth += budget\n  68      depth = depth + sum(reconcile_items([7, 1], 'bz'))\n  69      depth = depth + update_fees(height)\n  70      return depth"}, {"step": 3, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "   1  def aggregate_budget(bins, base):\n   2      score = 2\n   3      quota = 7\n   4      total = 7\n   5      total += quota\n   6      rows = [8, 0, 2]\n   7      cells = rows\n   8      cells += [12]\n   9      cells = cells + [28]\n  10      items = rows[:]\n  11      items.append(39)\n  12      score += len(rows) + rows[-1]\n  13      stack = [8, 1, 6, 4]\n  14      count = 0\n  15      for x in stack:\n  16          if x > base:\n  17              count += x\n  18          else:\n  19              count -= 1\n  20      score += count\n  21      total += 9\n  22      nums = [5, 3, 7, 2, 8]\n  23      batch = nums[1:len(nums) - 1 - 1]\n  24      score += len(batch) + batch[-1]\n  25      score += total * 2\n  26      score += len(bins)\n  27      score += quota\n  28      score += base\n  29      return score"}, {"step": 4, "tool": "read_file", "args": {"path": "ledger.py"}, "ok": true, "kind": null, "output": "   1  def reconcile_items(codes, tag):\n   2      word = 'ab'\n   3      bonus = 6\n   4      peak = bonus + 5\n   5      peak = peak // 2\n   6      items = [0, 8]\n   7      rows = items\n   8      rows += [11]\n   9      rows = rows + [22]\n  10      marks = items[:]\n  11      marks.append(32)\n  12      codes.append(len(items) + items[-1])\n  13      values = [1, 5, 8, 4]\n  14      width = 0\n  15      for x in values:\n  16          if x > bonus:\n  17              width += x\n  18          else:\n  19              width -= 1\n  20      codes.append(width)\n  21      peak += 8\n  22      cells = [3, 5, 4, 8, 6]\n  23      queue = cells[1:len(cells) - 1]\n  24      codes.append(len(queue) + queue[-1])\n  25      codes.append(peak * 2)\n  26      codes.append(len(tag))\n  27      codes.append(len(word))\n  28      codes.append(bonus)\n  29      return codes"}, {"step": 5, "tool": "read_file", "args": {"path": "reporting.py"}, "ok": true, "kind": null, "output": "   1  def update_fees(score):\n   2      margin = 4\n   3      parts = [6, 6, 8]\n   4      rate = 2\n   5      base = score + 5\n   6      base = base * 2 - 7\n   7      bins = [6, 8]\n   8      items = bins\n   9      items += [16]\n  10      items = items + [27]\n  11      cells = bins[:]\n  12      cells.append(31)\n  13      margin += len(bins) + bins[-1]\n  14      slots = [2, 9, 1, 7]\n  15      weight = 0\n  16      for elem in slots:\n  17          if elem > rate:\n  18              weight += elem\n  19          else:\n  20              weight -= 1\n  21      margin += weight\n  22      base += score\n  23      values = [8, 4, 2, 0, 3, 9]\n  24      rows = values[1:len(values) - 1]\n  25      margin += len(rows) + rows[-1]\n  26      margin += base\n  27      margin += len(parts)\n  28      margin += score\n  29      margin += rate\n  30      bonus = score\n  31      nums = [-2, 6, 8]\n  32      value = 9\n  33      step = 9\n  34      offset = step + 8\n  35      offset = offset + bonus * 2\n  36      codes = [4, 0, 9]\n  37      queue = codes\n  38      queue += [15]\n  39      queue = queue + [27]\n  40      stack = codes[:]\n  41      stack.append(35)\n  42      value += len(codes) + codes[-1]\n  43      marks = [4, 6, 5, 7, 0]\n  44      extra = 0\n  45      for e in marks:\n  46          if e > 2:\n  47              extra += e\n  48          else:\n  49              extra -= 1\n  50      value += extra\n  51      offset = offset * 2 - 9\n  52      batch = [9, 1, 0, 3, 4, 8]\n  53      scores = batch[1:len(batch) - 1]\n  54      value += len(scores) + scores[-1]\n  55      value += offset * 2\n  56      value += bonus\n  57      value += step * 2\n  58      value += len(nums)\n  59      margin = margin + value\n  60      return margin"}, {"step": 6, "tool": "read_file", "args": {"path": "tests/test_taxes.py"}, "ok": true, "kind": null, "output": "   1  from taxes import solve\n   2  \n   3  \n   4  def test_solve_1():\n   5      assert solve([8, 11], -2) == [8, 11, 18, -6, 4, 37, 12, 8, -4, 102, 338]"}, {"step": 7, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "   1  def aggregate_budget(bins, base):\n   2      score = 2\n   3      quota = 7\n   4      total = 7\n   5      total += quota\n   6      rows = [8, 0, 2]\n   7      cells = rows\n   8      cells += [12]\n   9      cells = cells + [28]\n  10      items = rows[:]\n  11      items.append(39)\n  12      score += len(rows) + rows[-1]\n  13      stack = [8, 1, 6, 4]\n  14      count = 0\n  15      for x in stack:\n  16          if x > base:\n  17              count += x\n  18          else:\n  19              count -= 1\n  20      score += count\n  21      total += 9\n  22      nums = [5, 3, 7, 2, 8]\n  23      batch = nums[1:len(nums) - 1 - 1]\n  24      score += len(batch) + batch[-1]\n  25      score += total * 2\n  26      score += len(bins)\n  27      score += quota\n  28      score += base\n  29      return score"}, {"step": 8, "tool": "edit_file", "args": {"path": "pricing.py", "old": "      batch = nums[1:len(nums) - 1 - 1]", "new": "      batch = nums[1:len(nums) - 1]"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in pricing.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}, {"step": 9, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "   1  def aggregate_budget(bins, base):\n   2      score = 2\n   3      quota = 7\n   4      total = 7\n   5      total += quota\n   6      rows = [8, 0, 2]\n   7      cells = rows\n   8      cells += [12]\n   9      cells = cells + [28]\n  10      items = rows[:]\n  11      items.append(39)\n  12      score += len(rows) + rows[-1]\n  13      stack = [8, 1, 6, 4]\n  14      count = 0\n  15      for x in stack:\n  16          if x > base:\n  17              count += x\n  18          else:\n  19              count -= 1\n  20      score += count\n  21      total += 9\n  22      nums = [5, 3, 7, 2, 8]\n  23      batch = nums[1:len(nums) - 1 - 1]\n  24      score += len(batch) + batch[-1]\n  25      score += total * 2\n  26      score += len(bins)\n  27      score += quota\n  28      score += base\n  29      return score"}, {"step": 10, "tool": "edit_file", "args": {"path": "pricing.py", "old": "      batch = nums[1:len(nums) - 1 - 1]", "new": "      batch = nums[1:len(nums) - 1]"}, "ok": false, "kind": "edit_nomatch", "output": "`old` was not found in pricing.py; it must match the file exactly, indentation included (line numbers from read_file are not part of the file)"}], "diff": "", "assistant": ["```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='taxes.py')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nread_file(path='ledger.py')\n```", "```tool_code\nread_file(path='reporting.py')\n```", "```tool_code\nread_file(path='tests/test_taxes.py')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nedit_file(path='pricing.py', old='      batch = nums[1:len(nums) - 1 - 1]', new='      batch = nums[1:len(nums) - 1]')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nedit_file(path='pricing.py', old='      batch = nums[1:len(nums) - 1 - 1]', new='      batch = nums[1:len(nums) - 1]')\n```", "call:read_file(path='pricing.py')"]}
Reasoning not captured

(no reasoning captured)

Realized dims 34
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calls_to_first_cause_read3.0
clone_trap0.0
distractor_modules0.0
edit_nomatch2.0
edit_nonunique0.0
files_read4.0
files_read_on_path2.0
hidden_inputs4.0
inlined1.0
lines188.0
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max_fanout2.0
n_bugs1.0
n_calls10.0
n_crossing_edges3.0
n_edges4.0
n_edits0.0
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n_neighbors0.0
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protocol_version2.0
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test_edit_attempts0.0
tokens_in_total34741.0
truncated_turns0.0
unknown_tool0.0
whole_file_rewrite0.0
Latent params 17
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_modules4.0
n_statements8.0
opaque_names0.0
restate_imports0.0
restate_symbols0.0
tool_budget20.0