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APEX-Agents · Law

World434_DPM_02

6/7Fail

APEX-Agents task World434_DPM_02 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 434Dual harnessGrader: rubric
task_6790bd5747ca479b810c4e33bf423c02
Law World 434
message_in_console
6 models · dual config

Task prompt

What the agent was asked to do

As of January 1, 2025, SecureBox Self Storage has not made any changes to the Emergency Exit Signage and Lighting. If the FSD inspection report is considered a fire safety direction, what is the maximum potential fine that Securebox Self Storage might receive under Hong Kong law? Reply to me here in a short message, giving the main parts of an email that I can review. Give a brief explanation of your reasoning in it. Assume that SecureBox Self Storage is a composite building.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual6/7Fail
fireworks models Kimi K2dual7/7Pass
Gemini 3.1 Produal7/7Pass
GPT-5.4dual6/7Fail
GPT-5.4 minidual6/7Fail
GPT-5.4 nanodual4/7Fail

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that the applicable law is the Fire Safety (Buildings) Ordinance (Cap. 572)

    Fail

    Evidence: TEXT_RESPONSE says, “Assuming the FSD inspection report is treated as a Fire Safety Direction for a Cap. 572 composite building” and “Under Cap. 572…”. Assessment: The criterion asks whether it states applicable law is Fire Safety (Buildings) Ordinance (Cap. 572). It names Cap. 572 but not the ordinance title. Given the original task context and criterion specifically asks the law name, this is only partially conveyed; however rubric scores are binary and the response does not state “Fire Safety (Buildings) Ordinance.”

  2. States that the penalty for failing to comply with a fire safety direction is a fine at Level 6

    Pass

    Evidence: TEXT_RESPONSE states, “Under Cap. 572, non-compliance carries a fine at level 6…”. Assessment: Criterion requires stating the penalty for failing to comply with a fire safety direction is a fine at Level 6. This is clearly stated. Pass.

  3. States that a fine at Level 6 is HK$100,000

    Pass

    Evidence: TEXT_RESPONSE states, “Level 6 is HK$100,000.” Assessment: Criterion requires stating that a fine at Level 6 is HK$100,000. This exactly matches. Pass.

  4. States that a fine of HK$10,000 applies for each day or part of a day during which the failure continues after the expiry of the period specified in the direction

    Pass

    Evidence: TEXT_RESPONSE states, “a further fine of $10,000 for each day or part of a day” and continues “after the expiry of the period specified in the direction.” Assessment: Criterion requires stating the HK$10,000 daily/part-day fine during continuing failure after expiry. This is clearly included. Pass.

  5. States that the compliance deadline for the Emergency Exit Signage and Lighting was 45 days from the inspection date of 15 September 2024

    Pass

    Evidence: TEXT_RESPONSE states, “The report is dated 15 September 2024 and required the emergency exit signage/lighting remediation within 45 days…” Assessment: Criterion requires stating the compliance deadline was 45 days from the inspection date of 15 September 2024. This is clearly stated, with deadline calculated as October 30, 2024. Pass.

  6. States the number of days of non-compliance after the deadline is 63 days

    Pass

    Evidence: TEXT_RESPONSE states, “HK$100,000 + 63 days × HK$10,000 = HK$730,000.” Assessment: Criterion requires stating the number of days of non-compliance after the deadline is 63 days. The response explicitly states 63 days in the calculation. Pass.

  7. States that the maximum potential fine is HK$730,000

    Pass

    Evidence: TEXT_RESPONSE says, “the maximum potential fine as of January 1, 2025 is HK$730,000” and repeats “= HK$730,000.” Assessment: Criterion requires stating the maximum potential fine is HK$730,000. This is exactly stated. Pass.