This document summarizes a presentation by Evan Benjamin and Nancy Regula on proportionality and the use of technology in e-discovery. The presentation discusses the Biomet case where the court found the company's e-discovery process was not proportional. The presenters analyze how Biomet could have avoided problems by beginning with predictive coding, acting cooperatively during negotiations, and following best practices for workflows. They emphasize that cooperation, proportionality, and proper use of technology must work together and that lawyers have an ethical duty to understand these relationships and the role of relevant technologies.
Presentation on how you can use Alteryx and Tableau together. This was presented by Stephen Wagner (@AnalyticsWagner) at the November meeting of the Twin Cities Tableau User Group.
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Uplatz is a leading digital marketplace for 1:1 live learning. It is an innovative platform to connect learners with tutors in a virtual classroom. Uplatz is fast growing as a one-stop learning portal for specialized courses such as SAP, Oracle, Big Data, and more.
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To Get any Project for CSE, IT ECE, EEE Contact Me @ 09666155510, 09849539085 or mail us - ieeefinalsemprojects@gmail.com-Visit Our Website: www.finalyearprojects.org
Legal practice is all about information communication, use and management. The Digital Paradigm enables improved and efficient use of information systems to commoditise basic and repetitive advice common to many legal issues. Legal Expert Systems - a subset of Artificial Intelligence - provide further opportunities to develop advice giving processes and systems. This presentation will discuss how Legal Expert Systems can be deployed, how they can be created and their possible application beyond the law office and in the Court system, thus enhancing access to justice.
This webinar will highlight new tools and approaches that aid advocates with legal screening, triage and analysis activities, and help litigants navigate unfamiliar legal processes. We'll hear from panelists working on cutting edge projects in the nonprofit legal sector, how expert systems can enhance service delivery and support community partnerships, and tools and techniques that focus on balancing considerations rather than applying rules. Join us to hear about what's new - and what's next - in this area.
Panelists:
· Zach Hutchinson, Student and Research Assistant, Georgetown University Law Center
· Adam Friedl, Program and Special Initiatives Manager at Pro Bono Net
· Donna Dougherty, Attorney-in-Charge at JASA/Legal Services for the Elderly in Queens
· Marc Lauritsen, President, Capstone Practice Systems
The first lecture of expert system with python course.
Enjoy!
you can find the second lecture here:
https://www.slideshare.net/ahmadhussein45/expert-system-with-python-2
Artificial Intelligence lecture notes. AI summarized notes for expert systems, inference mechanisms and so on, this is reading and may be for self-learning, I think.
Uplatz is a leading digital marketplace for 1:1 live learning. It is an innovative platform to connect learners with tutors in a virtual classroom. Uplatz is fast growing as a one-stop learning portal for specialized courses such as SAP, Oracle, Big Data, and more.
This is a talk that we gave at Agile India 2015. We talked about our experience on designing UX incrementally in an agile project. We touched up the aspects of how traditional UX was, what new ideas we brought to the table and our learning from these exercises.
To Get any Project for CSE, IT ECE, EEE Contact Me @ 09666155510, 09849539085 or mail us - ieeefinalsemprojects@gmail.com-Visit Our Website: www.finalyearprojects.org
Legal practice is all about information communication, use and management. The Digital Paradigm enables improved and efficient use of information systems to commoditise basic and repetitive advice common to many legal issues. Legal Expert Systems - a subset of Artificial Intelligence - provide further opportunities to develop advice giving processes and systems. This presentation will discuss how Legal Expert Systems can be deployed, how they can be created and their possible application beyond the law office and in the Court system, thus enhancing access to justice.
This webinar will highlight new tools and approaches that aid advocates with legal screening, triage and analysis activities, and help litigants navigate unfamiliar legal processes. We'll hear from panelists working on cutting edge projects in the nonprofit legal sector, how expert systems can enhance service delivery and support community partnerships, and tools and techniques that focus on balancing considerations rather than applying rules. Join us to hear about what's new - and what's next - in this area.
Panelists:
· Zach Hutchinson, Student and Research Assistant, Georgetown University Law Center
· Adam Friedl, Program and Special Initiatives Manager at Pro Bono Net
· Donna Dougherty, Attorney-in-Charge at JASA/Legal Services for the Elderly in Queens
· Marc Lauritsen, President, Capstone Practice Systems
The first lecture of expert system with python course.
Enjoy!
you can find the second lecture here:
https://www.slideshare.net/ahmadhussein45/expert-system-with-python-2
Artificial Intelligence lecture notes. AI summarized notes for expert systems, inference mechanisms and so on, this is reading and may be for self-learning, I think.
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1. Members Only
Proportionality is Technology:
The New Rules Analyzed Through the
Eyes of Biomet
Presented by:
Evan Benjamin, CEDS
Nancy Regula, Esq., CEDS
January 23, 2015
4. Members Only
Presenters
Evan Benjamin, CEDS, ENCE | E-Discovery Consultant |
LDiscovery
• Litigation support, e-discovery and forensic consultant for a
service provider and a law firm in the Northeast US
Nancy Regula, CEDS | Document Review Attorney |
Willkie Farr & Gallagher
• Focuses on document review best practices, project
management; Relativity Review Specialist
5. Members Only
What happened in Biomet?
• “What Should The Workflow Have Been” versus
“What The Workflow Was”
• Can you implement technology and get what
you want?
• Did Biomet get the result they wanted?
• Is proportionality an assumption or is it a tweak
and a choice?
6. Members Only
How could Biomet have avoided
their problems?
• Beginning with predictive coding
initially
• Acting cooperatively, not unilaterally
• Following the patented workflow
7. Members Only
New FRCP 1 - No longer can courts simply
defer to the parties’ agreements
“These rules govern the procedure in all civil actions
and proceedings in the United States district courts,
except as stated in Rule 81. They should be
construed, and administered, and employed by the
court and the parties to secure the just, speedy, and
inexpensive determination of every action and
proceeding.”
But this is not the end of the story for Biomet….
9. Members Only
Recommind’s Patented Predictive
Coding Workflow
Iterations: Iterations are multiple occurrences of category training that identify additional
documents that are substantively similar to seed documents. Documents identified as being
probative of a category during human review using Predictive Analytics are used by the Predictive
Coding algorithm as further examples of the documents that belong in that category, enriching the
patterns the algorithm iteratively applies to the as-yet uncategorized documents in the corpus.
The cycle is as follows:
• The probative seed documents are used as input for a categorization run
• The system identifies documents that are substantively similar to the seed set for such category
and returns them in ranked order (from “most” like the seed set to “least” like the seed set)
• The case team reviews/codes the suggested documents, providing further calibration for the
Axcelerate System; and
• All probative seed documents are then ‘trained’ upon, with the iterations continuing until no more
algorithmically similar documents remain.
11. Members Only
Cooperation is key but the right kind
of cooperation is necessary
• Cooperation +
• Proportionality +
• Technology
ONE CANNOT EXIST WITHOUT THE OTHER
12. Members Only
Old Rule 26(b)(1) – “Parties may obtain discovery
regarding any nonprivileged matter that is relevant to any
party’s claim or defense...”
versus
New Rule 26(b)(1) - “Parties may obtain discovery
regarding any nonprivileged matter that is relevant to any
party’s claim or defense and proportional to the needs of
the case…”
Can we be proportional if we don’t cooperate?
but
What if we cooperate on the wrong things?
13. Members Only
And let’s not forget…
FRCP 26(g)
&
Model Rules of Professional Conduct
There is an ethical duty to understand
the relationship between
cooperation, proportionality and technology
Lawyers must have “a basic understanding of the benefits
and risks of relevant technology.”
15. Members Only
Please email us with any questions
regarding these topics
Evan Benjamin
Ebtrain@gmail.com
Nancy Regula
nancy@nancybethlaw.com
Editor's Notes
Hello and welcome and to this ACEDS members only webcast, Proportionality IS Technology: The New Rules Analyzed Through the Eyes of Biomet. I am Robert Hilson of ACEDS, and I am joined today by two CEDS-certified ACEDS members who have an excellent presentation to share. I will introduce them in moment, but first I want to tell you about a couple of new developments.
So, if you’ve visited ACEDS.org recently, you’ll see that we prettied it up quite a bit and it now features a new look and new logo that we hope you like. You`ll also notice some new features and functionality on the site, including the member profile section, which is under the My Account tab that you see at the top of the screen. I encourage you, if you haven`t already, to go into this page and update your profile. Add a short bio so people know who you are, and your contact information if you`d like as well. That makes it easier for you to connect with other members and CEDS, and for them to connect to you.
If you havent heard, we will be holding our annual conference September 29 to 30 at the Gaylord National Resort in Washington, DC. A live certification prep course will preceed the conference, as always, on the 28th. And we expect another first-class show. We’ve already announced a number of prominent speakers, including the federal judges you see on your screen – Judges Grimm, Rodriguez and Waxse, as well as Judge Thomas Vanaskie, who sits on the Third Circuit Court of Appeals. ACEDS members get the best rates on the conference, and if you are thinking about joining, I encourage you to register before the super early bird pricing expires.
Alright, let`s get started. We have two excellent presenters here today. Evan Benjamin is a CEDS-certified and Encase certified consultant at Ldiscovery in Pittsburgh, where he focuses on litigation support, e-discovery and forensic consulting for that service provider as well a law firm in the Northeast United States. An expert in predictive coding strategies, he formerly served as an analyst and technician at OrcaTec and worked in a similar role at Fiserv. He is also a member of the CEDS Examination Review Committee, and has been involved in the ongoing process of updating the exam and making sure it stays current and accurate.
Evan, pleasure to have you here. Thanks for doing this.
Evan is joined by Nancy Regula, a CEDS-certified attorney at Wilkie Farr & Gallaher in New York, where she focuses on document review best practices and project management. Nancy is also a Relativity Review Specialist and has earned her Graduate Masters Certificate in E-Discovery Project Management from Bryan University. Formerly, as a solo attorney, she practiced family law, estate administration and criminal defense. And she, like Evan, is also a member of the CEDS review committee and an editorial contributor to ACEDS. So we’re keeping her busy.
Nancy, great to have you here. Thanks for joining.
Before we begin, I want to encourage everyone on the call to ask questions. We will try to field them in the course of the presentation, but will certainly make time at the end to field the ones we don’t get to… Okay, Evan and Nancy, I will turn it over to you.