Agent Trajectories for Sparse Critical-Action Review

Apart Research's Look Before You Click dataset contains 157 complete agent trajectories from evaluating a sparse critical-action review protocol for computer-use agents. It captures data from a protocol that intercepts irreversible GUI actions before execution for reviewer oversight. The dataset was authored by ash256 and updated in March 2026.

Use Cases

• Analyze agent trajectory patterns to understand failure modes in irreversible GUI action sequences.
• Evaluate the effectiveness of a sparse critical-action review protocol using the 157 provided trajectories.
• Study the relationship between agent actions and the interception protocol's decision points.

Strengths

• Contains 157 complete agent trajectories for analysis.
• Focuses on a specific and documented safety protocol for computer-use agents.
• Dataset was updated in March 2026, indicating recent relevance.

Limitations

• Small sample size of 157 trajectories may limit statistical power for some analyses.
• Column structure, file formats, and specific data fields are unknown from the provided input.
• The dataset's scope is limited to a single, specific experimental protocol.

Provenance

Source

ash256 (Apart Research)

Collection Method

Raw trajectory data from evaluating a sparse critical-action review protocol for computer-use agents.

Freshness

Last updated 2026-03-23.