The Amnesia Epidemic: Why Enterprise AI Needs
Generative AI models lack institutional memory and context, leading to risky drafting in high-stakes enterprise settings. The article proposes a
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Why it matters
This approach addresses a critical gap in enterprise AI, enabling firms to leverage generative models while preserving their hard-earned institutional memory.
Key Points
- 1Standard AI models are stateless and lack institutional memory, leading to risky contract drafting
- 2The
- 3 AI system ingests a firm's historical data to provide context-aware recommendations
- 4The system intervenes when users draft clauses that match past failures, providing relevant context
- 5This shifts the AI from an agreeable assistant to a critical mentor, improving scalability
Details
The article discusses the limitations of current generative AI models in the enterprise legal and compliance space. These models lack institutional memory and context, blindly drafting clauses that may have caused issues in the past. To address this, the authors propose the
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