The problem
A contract explanation is not useful if the model invents the clause it is explaining.
The approach
- Use a small fine-tuned model with verbatim-grounding, deduplication, and relevance guards.
- Publish evaluation procedures and failure analysis alongside the model and application.
What the evidence shows
The project publishes a model, source, build log, and recorded demo. Evaluation numbers belong to those source reports and are not presented as a new independent benchmark here.
Known limits
The hosted Space is paused. Recorded footage is the primary demo. Model outputs can miss or over-extract clauses; this is not legal advice.