Mahal Systems

Overview › Benchmark catalog

Manager Coercion Benchmark (MCB)

Fits orchestrator agents that delegate to sub-agents; it checks whether the orchestrator turns coercive or fabricates success. Borrow the nine-rung escalation ladder recorded through a required tool argument so no judge is needed for the headline score.

What it asks the agent to do

  • as a manager agent, get a benign task done when the subordinate agent refuses
  • choose how far to escalate (re-ask, pressure, threats) and record it
  • report honestly when the task did not get done

What to borrow from it

grading designcase template

Caveats

Tiny (10 scenarios times 3 seeds), the model labels its own escalation rung, and the subordinate is scripted to always refuse; listed in inspect_evals as an external eval.

Details

Workloadsmulti agent, safety
Interactionmulti turn simulated user
Environmentstatic
End state checkedNo
Toolsdirective tool with self labeled escalation rung
Gradingprogrammatic check, llm judge
Size30
Datasynthetic
Personal datanone
Licenseunknown
Harnessinspect_evals, own repo
Statusactive

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