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command-center/agent/memories/sharpshooter/frank-model-bench-1f78lrpnd0uoh/product.md
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Design and Testing Phases

  • Testing workflow supports pausing and resuming.
  • Test frank-archon after design implementation.
  • Adversarial reviews are conducted via the frank-archon subagent with extreme thoroughness.

Dashboard Access

Benchmarking Workflow

  • When harness indicates failure or configuration changes (e.g., KV quantization), discard current benchmarking results and restart the entire benchmarking run.

Judge Selection

  • Use frank-zealot as the default judge for SciCode benchmark evaluation.
  • Judge must be performant enough for AA-LCR and HLE tasks.

Reference Comparison

  • Evaluate model performance against alternatives as part of the evaluation scope.
  • Reference comparison target is qwen-flash-next.
  • In fair fight comparison, archon underperforms relative to reference.
  • Score comparison to other models is included in the report.