Data to …… trials
III · Interactive execution

Executes step by step when tool names look alike (sees each error)

Nemotron 3 Super 120B

Finding:HOLDS· grade B(research conclusion)

Holds through 24-call plans: 43/47 pass across every tested level

Held through 24-call plans

Pass rate by level8 levels tested
Pass rate by level for Executes step by step when tool names look alike (sees each error)0%30%50%75%100%15-call plans15-call plans: 4/5 pass (80%)4/517-call plans17-call plans: 4/5 pass (80%)4/518-call plans18-call plans: 17/17 pass (100%), 3 errored17/1720-call plans20-call plans: 5/5 pass (100%)5/522-call plans22-call plans: 4/5 pass (80%)4/523-call plans23-call plans: 4/5 pass (80%)4/524-call plans24-call plans: 5/5 pass (100%)5/525-call plans25-call plans: 4/4 pass (100%), fewer than 5 scored, not used for the call, 6 errored4/4

Dashed lines: a level at or below 30% pass counts toward BREAKS, at or below 75% toward DEGRADES. Labels above points: passed/scored. Hollow points: fewer than 5 scored trials, not used for the call.

LevelPassedPass rateNote
15-call plans4/580%
17-call plans4/580%
18-call plans17/17100%3 errored (excluded)
20-call plans5/5100%
22-call plans4/580%
23-call plans4/580%
24-call plans5/5100%
25-call plans4/4100%fewer than 5 scored, not used for the call; 6 errored (excluded)
What the few failures have in common

The model calls a tool that does not exist -- usually a misspelled look-alike of a real tool name.

in 75% of failures (4 failures)

Evidencewhat this finding rests on
  • Ground truthDeterministic simulation: the right answer is computed, not judged
  • StatisticsWilson 95% interval 80%–97%Grade B: moderate evidence
  • Sample size47 scored trials in total9 errored trials excluded
  • Fresh-seed confirmationNot run yet
  • ReplicationNot run yet
Raw evidenceruns and trials

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