Legalarxiv.

Archived records

Exact versions, evidence traces and recorded status.

These pilot records include general AI research used to develop the archive. Browse the legal AI paper index.

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1–2 of 2 works

Research paper · Artificial intelligence

Meta-Harness: End-to-End Optimization of Model Harnesses

Yoonho Lee, Roshen Nair, Qizheng Zhang, and 3 others

Introduces an outer-loop coding agent that optimizes executable LLM harnesses by inspecting the full code, scores, and traces of prior candidates; one evaluation uses LawBench criminal-charge classification.

Limitation Legal evidence is limited to one LawBench criminal-charge classification benchmark within a broader three-domain AI-systems evaluation, and LegalArxiv has not independently reproduced any reported result.

Read recordEvidence mapLegacy record · quality not assessedv1 · 2026-03-30
Version & research context
Evaluation
Source-reported · not independently reproduced
Record status
External preprint · COLM 2026 accepted
Scope
Not jurisdiction-specific · EN
Contents
1 versions · 10 sections · 1 claim traces
Latest change
Initial public arXiv release.

Research collection · Human–AI research

Accelerating Scientific Research with Gemini: Case Studies and Common Techniques

David P. Woodruff, Vincent Cohen-Addad, Lalit Jain, and 33 others

A selected collection reporting human–AI collaboration across theoretical computer science, economics, optimization, and physics.

Limitation The cases are selected; the full denominator of projects, prompts, branches, and abandoned investigations is unavailable.

Read recordEvidence mapLegacy record · quality not assessedv3 · 2026-03-06
Version & research context
Evaluation
Claim-specific
Record status
Pilot reconstruction
Scope
Not applicable · EN
Contents
1 versions · 17 sections · 1 claim traces
Latest change
Color-description cleanup, a cosmic-string follow-up citation, and minor wording edits.

Print editions · Machine-readable access

Research updates

A monthly digest of selected legal AI papers, datasets and benchmarks, plus published research checks.