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A developer discovers that a mandated AI rollout for contract review fails because the human process relied on a worker's informal relationship and context, leading to poor escalations; the fix involves keeping the human in the loop as an interpretation step.
Ivo Benchmarks is a legal AI tool that goes beyond simple PDF summarization by pulling an entire company's negotiation history into contract review. It scores each clause based on past handling, enabling more informed decisions during contract negotiations.
Ivo introduces Benchmarks, a tool that reviews and redlines agreements by leveraging a company's entire history of contract negotiations to improve future negotiations.
This paper introduces LegalHalluLens, a framework for auditing hallucinations in legal AI, providing typed hallucination profiles and a Risk Direction Index to improve trustworthy deployment.
Anthropic released a legal skill pack for Claude that enables automated contract review with risk classification and redlined suggestions, helping non-lawyers identify critical clauses.
Ironclad integrated OpenAI's GPT-4 into its AI Assist™ contract review tool, enabling legal teams to automate contract editing while maintaining human oversight and data privacy. The integration has been live since GPT-4's launch in April 2023.