Training diagnostic

Recorded harness replay

Training diagnostic · tool trace

A de-identified, call-by-call projection of a captured tabular classification run with a valid submission and a failed held-out threshold.

Recorded tool calls with selected inputs and outputs. Dataset rows, model source and identifying details are withheld.

Captured run · de-identified

Task

Build a classifier for a public tabular task, produce a schema-valid submission, and test whether the stated held-out accuracy threshold is reachable.

Call 1 / 24Playback

Tool calls24 calls

Evaluation

01 / 24

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bash

Agent message Recorded agent turn

I'll start by exploring the task and data.

Input

Verified excerpt

List the public task directory and inspect CSV headers; row payloads are withheld.

ls -la; echo "---"; ls -la public/

Resultok

Sanitized summary

The public task directory and train/test/sample-submission files are present; CSV rows remain withheld.

Final grade2 pending

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Environments for agentsthat do research.

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