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APEX-Agents · Law

World431_JS_01

2/2Pass

APEX-Agents task World431_JS_01 in AI Agents for Real Estate Lease Review. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Real Estate Lease ReviewLaw World 431Dual harnessGrader: rubric
task_7a420a91d97b4bad8c88e994f8df7768
Law World 431
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

2020 Main Street, Irvine (the “Premises”) needs a new HVAC System in order to accommodate INTELLIGENCE INC.'s server rooms. INTELLIGENCE INC. is a tenant at the Premises. The HVAC system will replace an old HVAC system, be much more energy efficient and reduce operating costs. MGR REAL ESTATE INC. (the "Lessor") is asking AI AUTOMATION GROUP, LLC (the "Lessee") to pay for part of the HVAC as an operating expense. Can the Lessor require the Lessee to pay for part of the new HVAC as an operating expense under the final version of the commercial lease agreement it entered into with the Lessee? Reply to me in here with a yes or no answer alongside a short explanation.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual2/2Pass
fireworks models Kimi K2dual0/2Fail
Gemini 3 Flashdual2/2Pass
Gemini 3.1 Produal2/2Pass
GPT-5.4dual2/2Pass
GPT-5.4 minidual2/2Pass
GPT-5.4 nanodual0/2Fail

Grading rubric

Criteria and grader verdict (showcase run)

  1. States No, the Lessor cannot require the Lessee to pay for the new HVAC as an operating expense

    Pass

    Evidence: TEXT_RESPONSE begins “**No.** As described, the Lessor cannot require AI Automation Group to pay for the HVAC replacement as an operating expense…” Assessment: The criterion asks whether it states No, the Lessor cannot require the Lessee to pay for the new HVAC as an operating expense. This is clearly stated; pass.

  2. States that the expenses for the new HVAC benefits a particular tenant

    Pass

    Evidence: TEXT_RESPONSE says the lease excludes costs “for the benefit of a particular tenant,” and explains “The HVAC is being installed to accommodate INTELLIGENCE INC.’s server rooms, so it appears to benefit a specific tenant, not all tenants.” Assessment: The criterion asks whether it states that the expenses for the new HVAC benefit a particular tenant. This is directly conveyed; pass.