Raycaster/ Eval

APEX-Agents

gpt-5.4-nano on World244_OS_Task03

0/1Fail
Domain
Investment Banking
Category
AI Agents for M&A Legal Due Diligence
Harness
dual

Grader rubric

Criteria verdict

  1. States the company needs to increase earnings by $147 million

Prompt excerpt

Task context

Referencing the KSchool DCF, how much does the company need to increase or decrease 2023's earnings to have it's P/E ratio in 2023 equal to the sector average for communication services as of 1/1/2026. Assume P/E is calculated using its implied share price from the DCF model. Return a short reply with the dollar amount in millions, rounded to nearest integer.

Response trace

Agent response, tools, files, and edits

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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.