Business Bench

Tasks · desk · Drafting

Minutes from the leadership meeting recording

minutes-from-transcript · timeout 1200 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Can you turn the transcript of our last leadership meeting into proper minutes? My guidelines for minutes are in the folder with the invite and the staff list. Save them as minutes.md.

Workspace

  • leadership_meeting_invite.ics
  • minutes_guidelines.txt
  • staff_directory.csv
  • transcript_2026-10-12.txt

Expected deliverables

  • minutes.md

This task also has a task-specific grader (check.py).

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
minutes.md existsfile_existsyes0
freezer repair decisiontext_sentence_matchesyes0
bulk bins decisiontext_sentence_matchesyes1
minutes factscustomyes3

Recorded results, complete desk comparison

This is one of the 7 tasks with a task-specific equivalence grader in the frozen scorer, which accepts alternative valid representations the original checks rejected. Raw and frozen verdicts can therefore differ here by design; see what the frozen scorer changed.

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash301.00.0169
Codex / GPT-5.6 sol001.10.1349

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "minutes-from-transcript".