
Summary
Work
Education
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Writing
Claude Work is an Awesome Tool for Lawyers, but it Cannot Replace Lawyers
February 1, 2026Blog post discussing the limits of AI contract review tools, the continuing need for human legal judgment, and how General Legal uses AI to increase attorney efficiency.
US12159119B2 - Text generation interface system
December 1, 2024Patent (granted) covering a text generation interface system that preprocesses documents, creates prompts for large language models, parses model responses, and supports workflows for technical, sensitive domain tasks.
A Little Confidence Goes a Long Way
August 1, 2024Research paper introducing methods for binary classification using probes of hidden state activations in large language models, enabling strong performance with far fewer computational resources and without labeled data.
US20240289561A1 - Large language model artificial intelligence text evaluation system
August 1, 2024Patent application (granted) describing systems and methods for dividing documents into clauses, evaluating clause relevance against natural‑language policies, aggregating clause‑level compliance to the document level, and suggesting remedial actions.
LEGALBENCH / Datasets and Benchmarks (NeurIPS proceedings entry)
January 1, 2023Contribution to datasets and benchmarks work (LEGALBENCH) for evaluating legal NLP systems and benchmarks.