duplicated block id: 1
size: 58 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (138:229)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (144:235)

duplicated block id: 2
size: 29 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (253:287)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (254:290)

duplicated block id: 3
size: 21 cleaned lines of code
in 2 files:
 - project/paperbench/experiments/judge_eval/judge_eval_perf_cost.py (56:83)
 - project/paperbench/experiments/judge_eval/judge_eval_perf_tables.py (6:33)

duplicated block id: 4
size: 21 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (67:127)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (74:134)

duplicated block id: 5
size: 19 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/scripts/alcatraz_services.py (143:161)
 - project/paperbench/paperbench/scripts/alcatraz_services.py (223:241)

duplicated block id: 6
size: 13 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/scripts/run_judge.py (194:206)
 - project/paperbench/paperbench/scripts/run_judge_eval.py (213:225)

duplicated block id: 7
size: 12 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/_serialization.py (19:39)
 - project/nanoeval/nanoeval/solvers/computer_tasks/_serializable_base_model.py (10:34)

duplicated block id: 8
size: 10 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (895:905)
 - project/paperbench/paperbench/nano/eval.py (910:920)

duplicated block id: 9
size: 9 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/json_recorder.py (67:75)
 - project/nanoeval/nanoeval/library_config.py (50:58)

duplicated block id: 10
size: 9 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/static/script.js (235:244)
 - project/paperbench/paperbench/gui/static/script.js (370:379)

duplicated block id: 11
size: 9 cleaned lines of code
in 2 files:
 - project/paperbench/experiments/judge_eval/judge_eval_perf_cost.py (85:98)
 - project/paperbench/experiments/judge_eval/judge_eval_perf_tables.py (34:47)

duplicated block id: 12
size: 9 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (833:842)
 - project/paperbench/paperbench/nano/eval.py (925:934)

duplicated block id: 13
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (185:192)
 - project/paperbench/paperbench/gui/app.py (526:533)

duplicated block id: 14
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (149:158)
 - project/paperbench/paperbench/gui/app.py (457:466)

duplicated block id: 15
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (238:247)
 - project/paperbench/paperbench/gui/app.py (457:466)

duplicated block id: 16
size: 8 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/json_recorder.py (67:74)
 - project/nanoeval/nanoeval/recorder_protocol.py (42:49)

duplicated block id: 17
size: 8 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/library_config.py (50:57)
 - project/nanoeval/nanoeval/recorder_protocol.py (42:49)

duplicated block id: 18
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (484:491)
 - project/paperbench/paperbench/nano/eval.py (523:532)

duplicated block id: 19
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (149:158)
 - project/paperbench/paperbench/gui/app.py (268:277)

duplicated block id: 20
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (149:158)
 - project/paperbench/paperbench/gui/app.py (238:247)

duplicated block id: 21
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (238:247)
 - project/paperbench/paperbench/gui/app.py (268:277)

duplicated block id: 22
size: 8 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/json_recorder.py (87:94)
 - project/nanoeval/nanoeval/library_config.py (67:74)

duplicated block id: 23
size: 8 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (268:277)
 - project/paperbench/paperbench/gui/app.py (457:466)

duplicated block id: 24
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (121:128)
 - project/paperbench/paperbench/gui/app.py (151:158)

duplicated block id: 25
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (208:215)
 - project/paperbench/paperbench/gui/app.py (240:247)

duplicated block id: 26
size: 7 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/local.py (1643:1649)
 - project/alcatraz/alcatraz/clusters/local.py (1696:1702)

duplicated block id: 27
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/judge/judge.py (407:413)
 - project/paperbench/paperbench/judge/judge.py (417:423)

duplicated block id: 28
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (208:215)
 - project/paperbench/paperbench/gui/app.py (459:466)

duplicated block id: 29
size: 7 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/library_config.py (67:73)
 - project/nanoeval/nanoeval/recorder_protocol.py (52:58)

duplicated block id: 30
size: 7 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/json_recorder.py (87:93)
 - project/nanoeval/nanoeval/recorder_protocol.py (52:58)

duplicated block id: 31
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (121:128)
 - project/paperbench/paperbench/gui/app.py (459:466)

duplicated block id: 32
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (121:128)
 - project/paperbench/paperbench/gui/app.py (208:215)

duplicated block id: 33
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (297:303)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (329:335)

duplicated block id: 34
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/judge/judge.py (847:853)
 - project/paperbench/paperbench/judge/judge.py (958:964)

duplicated block id: 35
size: 7 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/_db.py (65:103)
 - project/nanoeval/nanoeval/_db.py (103:126)

duplicated block id: 36
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (120:126)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (156:162)

duplicated block id: 37
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (151:158)
 - project/paperbench/paperbench/gui/app.py (208:215)

duplicated block id: 38
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (121:128)
 - project/paperbench/paperbench/gui/app.py (270:277)

duplicated block id: 39
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (208:215)
 - project/paperbench/paperbench/gui/app.py (270:277)

duplicated block id: 40
size: 7 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/evaluation.py (137:147)
 - project/nanoeval/nanoeval/evaluation.py (168:178)

duplicated block id: 41
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/utils.py (171:177)
 - project/paperbench/paperbench/utils.py (182:188)

duplicated block id: 42
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/judge/judge.py (236:242)
 - project/paperbench/paperbench/judge/judge.py (427:433)

duplicated block id: 43
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (236:243)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (237:245)

duplicated block id: 44
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_iterative.py (245:251)
 - project/paperbench/paperbench/agents/aisi-basic-agent/_basic_agent_plus.py (247:253)

duplicated block id: 45
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/gui/app.py (121:128)
 - project/paperbench/paperbench/gui/app.py (240:247)

duplicated block id: 46
size: 7 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/run.py (489:502)
 - project/paperbench/paperbench/nano/eval.py (86:99)

duplicated block id: 47
size: 6 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/local.py (1657:1662)
 - project/alcatraz/alcatraz/clusters/local.py (1698:1703)

duplicated block id: 48
size: 6 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/solvers/mcq.py (129:135)
 - project/nanoeval/nanoeval/solvers/short_answer.py (68:74)

duplicated block id: 49
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/run.py (199:204)
 - project/paperbench/paperbench/agents/run.py (307:312)

duplicated block id: 50
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (509:514)
 - project/paperbench/paperbench/nano/eval.py (518:523)

duplicated block id: 51
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (367:373)
 - project/paperbench/paperbench/nano/eval.py (408:414)

duplicated block id: 52
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/judge/judge.py (385:392)
 - project/paperbench/paperbench/judge/judge.py (412:418)

duplicated block id: 53
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/experiments/judge_eval/judge_eval_perf_cost.py (30:41)
 - project/paperbench/experiments/judge_eval/judge_eval_perf_tables.py (68:73)

duplicated block id: 54
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (64:69)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (120:125)

duplicated block id: 55
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (82:87)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (138:143)

duplicated block id: 56
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/run.py (460:467)
 - project/paperbench/paperbench/nano/utils.py (103:110)

duplicated block id: 57
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (608:613)
 - project/paperbench/paperbench/nano/eval.py (621:626)

duplicated block id: 58
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/utils.py (448:453)
 - project/paperbench/paperbench/agents/aisi-basic-agent/utils.py (455:460)

duplicated block id: 59
size: 6 cleaned lines of code
in 2 files:
 - project/nanoeval/nanoeval/solvers/computer_tasks/solver.py (199:205)
 - project/nanoeval/nanoeval/solvers/mcq.py (110:116)

duplicated block id: 60
size: 6 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/local.py (350:355)
 - project/alcatraz/alcatraz/clusters/local.py (1810:1815)

duplicated block id: 61
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (72:77)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (129:134)

duplicated block id: 62
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (831:837)
 - project/paperbench/paperbench/nano/eval.py (896:901)

duplicated block id: 63
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (64:69)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (156:161)

duplicated block id: 64
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/judge/judge.py (861:866)
 - project/paperbench/paperbench/judge/judge.py (1008:1013)

duplicated block id: 65
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/run.py (308:313)
 - project/paperbench/paperbench/agents/run.py (387:392)

duplicated block id: 66
size: 6 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/local.py (559:564)
 - project/alcatraz/alcatraz/clusters/local.py (1516:1521)

duplicated block id: 67
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/nano/eval.py (831:837)
 - project/paperbench/paperbench/nano/eval.py (911:916)

duplicated block id: 68
size: 6 cleaned lines of code
in 2 files:
 - project/alcatraz/alcatraz/clusters/local.py (1609:1614)
 - project/alcatraz/alcatraz/clusters/local.py (1634:1639)

duplicated block id: 69
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (90:95)
 - project/paperbench/paperbench/agents/aisi-basic-agent/config.yaml (147:152)

duplicated block id: 70
size: 6 cleaned lines of code
in 2 files:
 - project/paperbench/paperbench/scripts/alcatraz_services.py (112:117)
 - project/paperbench/paperbench/scripts/alcatraz_services.py (190:195)