Reinventing Professionals Understanding Active Learning Best Practices
Dec 20, 2024
Join a fascinating discussion on the importance of active learning in e-disclosure and its impact on legal document review. Discover how adaptive algorithms streamline classification and enhance negotiation outcomes. Learn about the pressing need for clear standards to foster trust in technology usage. Explore the future of legal practices as firms cautiously embrace advanced AI and implement best practices to boost efficiency. This conversation provides valuable insights into the evolving landscape of legal technology.
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Negotiating e-Discovery Tech
- In England and Wales, cases with over 50,000 documents require technology-assisted review.
- Each case required negotiating technology and usage, consuming time.
Active Learning Defined
- Active learning updates algorithms during document review, classifying similar documents based on tagging decisions.
- This creates a system that learns and adapts to coding patterns like a human reviewer.
Standardizing Active Learning
- Establishing standards for active learning prevents disputes over technology choices and promotes wider adoption.
- Standards provide precedent and consensus, streamlining the process and reducing negotiation time.