yenklabs/legal-ai-failure-database
Updated • 67
AI & ML interests
AI reliability, legal AI, evaluation benchmarks, citation verification, evidence infrastructure, reproducibility, provenance systems, retrieval evaluation, small language models, AI safety.
Recent Activity
Organization Card
DALI
Open Evidence Infrastructure for Legal AI
Making AI-assisted legal work independently verifiable.
📦 Open Artifacts
Dali Open Evidence Corpus
Cross-jurisdiction evidence for reproducible legal AI research.
Dali Citation Benchmark
Open benchmark for evaluating legal AI citation verification.
Dali Verification Taxonomy
Shared vocabulary for classifying legal AI verification outcomes.
Evidence Infrastructure
Open datasets, methodologies, and reproducible evaluation workflows.
🚀 Quick Start
from datasets import load_dataset
dataset = load_dataset("yenklabs/open-evidence-corpus")💻 GitHub · 🤝 Contribute · 🌐 Learn More
Research models (roadmap)
Lightweight, reproducible research models — not foundation models.
| Release | Model | Purpose |
|---|---|---|
| v0.1 | Dali Verification Taxonomy Classifier | Predict standardized verification outcome labels |
| v0.2 | Dali Citation Risk Classifier | Estimate citation verification risk from evidence metadata |
| v0.3 | Dali Authority Matching Baseline | Reproducible baseline for authority matching experiments |
| v0.4 | Dali Proposition Support Classifier | Classify proposition support relationships for legal authorities |
Ecosystem
- Datasets — Open Evidence Corpus, Citation Benchmark, Verification Taxonomy · available
- Models — Taxonomy Classifier, Citation Risk, Authority Matching, Proposition Support · planned
- Spaces — Evidence Explorer, Benchmark Dashboard, Citation Verification Demo · planned
- Future datasets — Evaluation Prompts, Replay Corpus, Evidence Artifacts · planned
Datasets → Benchmarks → Models → Interactive Spaces → Community Contributions
Dali is building open evidence infrastructure for legal AI.
models 0
None public yet