APEX-Agents · Law

World431_JS_02

2/2Pass

APEX-Agents task World431_JS_02 in AI Agents for Privacy and GDPR Compliance. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Privacy and GDPR ComplianceLaw World 431Dual harnessGrader: rubric

Task IDtask_0d1c4041b5e945bc867fa627e302b503

WorldLaw World 431

Expected outputmessage_in_console

Published runs7 models · dual config

Task prompt

What the agent was asked to do

MGR Real Estate Inc. (The "Lessor") and "AI Automation Group, LLC" (the "Lessee") entered into the final lease agreement on December 5, 2025 for 2020 Main Street, Irvine, CA (the "Premises"). On December 10, 2025 the Lessee, with the Lessor's consent, demolished a bunch of office spaces, as part of a renovation. In December 6, 2027, the Lessee had not finished the renovations and had no intention of doing so -- they decided that it was not financially viable to make the repairs. The Lessor has provided the Lessee with a Notice of Default of Lease for not making repairs and has filed suit claiming a breach of lease agreement. The Lessee continued to make monthly payments on the lease. Could the Lessor recover the cost to repair damages for waste? Provide me with a clear answer in here. Give yes/no message with a short explanation.

Published trajectories

Agent runs on this task

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

Model	Harness	Score	Result	Links
GPT-5.5showcase	dual	2/2	Pass	Share page Public trace
fireworks models Kimi K2	dual	2/2	Pass	Share page Public trace
Gemini 3 Flash	dual	2/2	Pass	Share page Public trace
Gemini 3.1 Pro	dual	2/2	Pass	Share page Public trace
GPT-5.4	dual	2/2	Pass	Share page Public trace
GPT-5.4 mini	dual	2/2	Pass	Share page Public trace
GPT-5.4 nano	dual	0/2	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States No, the Lessor cannot recover the cost to repair damages for waste
Pass
Evidence: TEXT_RESPONSE states, “No — not as ‘cost-to-repair’ damages for waste…” and “MGR likely cannot recover the full cost to repair as waste damages yet.” Assessment: Criterion “States No, the Lessor cannot recover the cost to repair damages for waste” is clearly met.
States that the lease is still in effect
Pass
Evidence: TEXT_RESPONSE says “while the lease remains in effect and the Lessee continues paying rent” and refers to “if the lease has not expired or been terminated.” Assessment: Criterion “States that the lease is still in effect” is met because the response explicitly states the lease remains in effect.