Human Review in Technology Development

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Questions and Answers

Which document review approach requires the most staff members?

Automated review
Technology assisted review
Generative AI enabled review
Linear (correct)

What is the total number of documents reviewed in the Generative AI enabled review approach?

1 million
5 million (correct)
10 million
100,000

How long does the Technology assisted review approach typically take?

3 months
2 months (correct)
6 months
4 months

Which review method has the lowest number of documents requiring ‘Eyes on’ quality control?

Generative AI enabled review (D) Signup and view all the answers

What benefit does Generative AI provide to the document review process?

Streamlined experience for users (A) Signup and view all the answers

What is indicated as a requirement for effective human validation?

Human review at critical stages (D) Signup and view all the answers

Which method is associated with the highest speed of reaching key information?

Generative AI enabled review (A) Signup and view all the answers

What does the linear review approach mostly rely on?

Manual documentation analysis (B) Signup and view all the answers

What is the main short-term benefit associated with Generative AI according to survey respondents?

Efficiency improvements (D) Signup and view all the answers

Which legal activities does NavigAite aim to improve using Generative AI?

Document preparation and review (A) Signup and view all the answers

What does 'hallucination risk' refer to in the context of Generative AI?

The risk of providing an answer without factual basis (D) Signup and view all the answers

What has been a key achievement of using NavigAite in legal operations?

Reduction in manual reviews and resource demands (D) Signup and view all the answers

Which feature of NavigAite assists in minimizing risks associated with AI outputs?

Extensive backend engineering for guardrails (B) Signup and view all the answers

How does the deployment of Generative AI impact document review processes?

It accelerates outputs and promotes efficiency (C) Signup and view all the answers

What type of reviews can be accelerated by NavigAite besides document review?

Project management and due diligence (A) Signup and view all the answers

What is one of the tools used to enhance the effectiveness of NavigAite?

Generative AI integration with Relativity (C) Signup and view all the answers

What is one primary advantage of applying Generative AI to individual tasks in legal departments?

It enhances familiarity and confidence with the technology. (D) Signup and view all the answers

How do respondents perceive the impact of Generative AI on document review compared to functional areas?

They assess the impact on document review to be higher. (C) Signup and view all the answers

What is the concept described as a 'string of pearls' in the context of legal processes?

A strategy to link multiple use cases to enhance processes. (B) Signup and view all the answers

What does the text suggest is a sensible starting point for corporations in relation to Generative AI?

Experimenting at the individual task level. (C) Signup and view all the answers

What is implied about Generative AI's current maturity level in the document?

Generative AI is in a phase of exploration and experimentation. (A) Signup and view all the answers

In what way can applying Generative AI strategically across a process be beneficial?

It compounds the benefits through improved individual steps. (C) Signup and view all the answers

What is a potential consequence of not linking multiple use cases in legal departments?

Lesser efficiency in improving processes. (C) Signup and view all the answers

What does the document imply about the relationship between individual tasks and broader processes when using Generative AI?

Improving individual tasks can enhance the broader process. (C) Signup and view all the answers

Study Notes

Review Metrics and Methodologies

Human validation of outputs is essential in the early stage of technology development.
Different review approaches require varying document volumes for manual review:
- Linear review processes necessitate 1M documents reviewed with 106 staff over 4 months.
- Technology-assisted review entails 5M documents, 100K reviewed by 25 staff in 2 months.
- Generative AI enabled review involves 5M documents, 5K reviewed strictly for quality control by 5 staff in 1 month.

Generative AI Benefits

Generative AI improves qualitative experiences for lawyers and business counterparts.
Streamlined processes through contextual understanding enhance nuanced, risk-based scoring and reduce overall review time.
Initial assessments show Generative AI's impact on individual tasks, like document review, is perceived to be more significant than on broader functional areas, reflecting its current immature state in corporate legal departments.

Strategic Application of Generative AI

A more strategic application of Generative AI can enhance entire legal or business processes, leading to compounded benefits.
Utilizing Generative AI in connected processes can create a “string of pearls,” where each process step adds value to the overall operation.

Industry Perspectives on Efficiency

Survey respondents highlight efficiency as the primary short-term benefit of adopting Generative AI within legal departments.
Case study examples demonstrate the positive impact of Generative AI on various legal activities, including eDiscovery and investigations.

NavigAite Case Study

NavigAite, a Generative AI solution built on Relativity, aims to minimize "hallucination" risk while promoting output transparency.
The software accelerates several legal tasks, including document summarization, drafting, legal research, and due diligence.
Usage of NavigAite has led to substantial improvements in quality, reducing manual review needs and conserving time and resources on traditionally labor-intensive tasks.

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Description

This quiz examines the necessity of human validation in the early stages of technology development. It discusses metrics, staff requirements, and the varying document review approaches essential for successful implementation. Test your knowledge on the importance of manual review in technological processes.