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Dali | Open Evidence Infrastructure for Legal AI
Dali is building open evidence infrastructure for legal AI.
We maintain reproducible benchmarks, open evidence corpora, verification taxonomies, and evidence artifacts that enable AI-assisted legal work to be independently verified, reproduced, and preserved over time.
Our mission is to make legal AI outputs transparent, defensible, and grounded in verifiable evidence through open data, reproducible methodologies, and community collaboration.
Dali is building open evidence infrastructure for legal AI through reproducible benchmarks, open evidence corpora, verification taxonomies, and community-driven research.
The benchmark is the entry point. The corpus is the network effect. The evidence infrastructure is the mission.
Quick Links
Datasets
| Dataset | Role |
|---|---|
| Dali Open Evidence Corpus | Portable evidence records for independent verification |
| Dali Citation Benchmark | Reproducible citation verification benchmark |
| Dali Verification Taxonomy | Standardized verification outcome classes |
Planned
| Dataset | Status |
|---|---|
| Dali Evaluation Prompts | forthcoming |
| Dali Replay Corpus | forthcoming |
| Dali Evidence Artifacts | forthcoming |
Research Ecosystem
Dali is more than a benchmark. It is a growing research ecosystem consisting of:
- Open evidence corpus
- Verification taxonomy
- Reproducible benchmark
- Evidence artifacts
- Evaluation methodologies
- Community contributions
AI-Assisted Legal Work
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Citation Benchmark
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Verification Taxonomy
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Open Evidence Corpus
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Evidence Ledger
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Evidence Infrastructure
Contribute
We're building the largest open evidence corpus for legal AI.
We welcome contributions from:
- Attorneys
- Legal researchers
- AI researchers
- Open source developers
- Law students
- Evaluation researchers
Contribute datasets, verification workflows, taxonomy improvements, documentation, tooling, or reproducible evaluations.
GitHub: https://github.com/yenklabs/dali
Models (planned)
- Citation Verifier
- Evidence Classifier
- Taxonomy Classifier
Publications (planned)
- Benchmark Paper
- Methodology
- Annual Reports
- Technical Notes
Evidence Releases (planned)
- Dali Open Evidence Corpus v1.0
- Dali Verification Taxonomy v1.0
- Dali Citation Benchmark v1.0
- State of Legal AI Evidence 2026
Citation
@misc{dali_open_evidence_ecosystem_2026,
title={Dali Open Evidence Ecosystem},
author={{Dali Contributors}},
year={2026},
url={https://huggingface.co/yenklabs},
note={Open evidence infrastructure for legal AI}
}