Raycaster/ Eval

APEX-Agents

gpt-5.4-mini on World 127_HLV_Task 03

4/6Fail
Domain
Management Consulting
Category
AI Agents for Automotive EV Transition Strategy
Harness
dual

Grader rubric

Criteria verdict

  1. States that Advanced materials is one of the two most important areas for investment

  2. States that Manufacturing automation is is one of the two most important areas for investment

  3. States that the average score for relevance of legacy suppliers for Pureplay EV respondents who selected at least one of the top two important areas for investments is 2.20

  4. States that the average score for Pureplay EV respondents who selected at least one of the top two important areas for investments level of redesign required is 3.20

  5. States that the average score for all Autoparts respondents for relevance of legacy suppliers is 2.57

  6. States that the average score for all Autoparts respondents for level of redesign required is 2.79

Prompt excerpt

Task context

We want to understand the most important investment areas for pureplay EV respondents. The previous file contained incomplete information, so please use the newly attached updated file. Identify the #1 and #2 most important investment areas for pureplay EV respondents. Using only respondents who selected those two areas as their #1 and #2 priorities, calculate the average score for: (1) Relevance of legacy suppliers and (2) Level of redesign required. Then compare these average scores to the averages calculated using only Auto Parts respondents. Round all final scores to two decimal places and output the results to me here as a short message.

Response trace

Agent response, tools, files, and edits

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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.