Raycaster/ Eval

APEX-Agents

Gemini 3 Flash on World_131_JR_1

3/6Fail
Domain
Management Consulting
Category
AI Agents for Legal Contract Review
Harness
dual

Grader rubric

Criteria verdict

  1. States the top weather cause by outage duration for France is Weather - Heat

  2. States the total events per year for Weather - Heat in France is 23.42

  3. States the average outage duration per event for Weather - Heat in France is 89.20 minutes

  4. States the top weather cause by outage duration for the Netherlands is Weather - Storm

  5. States the total events per year for Weather - Storm in the Netherlands is 29.26

  6. States the average outage duration per event for Weather - Storm in the Netherlands is 90.81 minutes

Prompt excerpt

Task context

Can you please evaluate the outage causes that affect each country the most, in terms of total outage duration? Categorize hazards relating to flooding or storms as the "Weather - Storm" cause and those relating to heat or wildfire as the "Weather - Heat" cause. For France and the Netherlands, state the top weather cause by outage duration, the total events per year in that cause, and the average outage minutes per event in that cause. Note that the Outage ID doesn't reflect individual events; it can be a single event or multiple events combined. Final answers should be rounded to two decimal places. Please report your answers directly to me in here.

Response trace

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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.