Vol. I · Est. 2026Subscribe

Future Counsel

A Review of Law, Technology & the Profession Ahead

Reference

Glossary

The vocabulary of legal AI, defined for practitioners.

Agent
An AI system that can plan and take a sequence of actions toward a goal, such as gathering documents and drafting a response.
Context window
The amount of text a model can consider at once — relevant to how much of a contract or record it can analyze.
Fine-tuning
Further training a model on specialized data, such as a firm's precedents, to improve performance on specific tasks.
Grounding
Tying an AI answer to verified sources so its claims can be checked and cited.
Hallucination
A confident but false output, such as a fabricated case citation.
Large language model (LLM)
A model trained on vast text that can generate and analyze language.
Prompt
The instruction or question given to an AI model.
Retrieval-augmented generation (RAG)
A technique where the system first retrieves relevant documents, then generates an answer based on them.
Technology-assisted review (TAR)
Machine learning used to prioritize and classify documents in discovery.
Zero data retention
A vendor commitment not to store prompts or outputs after processing — key for confidentiality.