Raycaster/ Eval

APEX-Agents

GPT-5.4 on Task o88f1452

0/2Fail
Domain
Management Consulting
Category
AI Agents for SaaS Due Diligence
Harness
dual

Grader rubric

Criteria verdict

  1. States the standard deviation for efficiency scores of Brightpath Software is 1.3836

  2. States the fraction of a standard deviation that the two scores differ is 0.1714

Prompt excerpt

Task context

We need to redo the analysis of the new survey response dataset. Can you re-calculate the standard deviation for Brightpath Software's efficiency dataset? Using both the recalculated average efficiency score for Brightpath Software (by all Brightpath users) and the average efficiency score for Brightpath Software by only Brightpath users who ranked AI capabilities as top priority, please also calculate the fraction of a standard deviation that the two scores differ by. Round all final answers to four decimal places. State the output directly to me here as a reply.

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Why Eval exists · why Workspace exists

Public evidence and cloud agents are the same harness.

Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.