Qinge Xie from Georgia Tech presents a large-scale evaluation of modern website privacy policies using a novel LLM-based framework. The research systematizes privacy practices from 10 major US and EU regulations into 34 clauses and analyzes over 100,000 websites to reveal current trends in data collection, sharing, and consumer rights disclosure.
Ryan Daniels and John Sarihan of Crosby discuss their innovative approach of building an AI-first law firm instead of a traditional legal software company. They detail how integrating lawyers and AI engineers creates a unique feedback loop for automating contract negotiations, moving from billable hours to per-document pricing to achieve deal velocity, and their vision for AI agents that can simulate entire negotiations.
A summary of the talk by Harvey and LanceDB on building a highly optimized retrieval architecture for the legal profession. It covers challenges like query complexity and data scale, the importance of evaluation, and how LanceDB's multimodal lakehouse architecture provides the necessary foundation.