Daniel Martin Katz – #MLAAS – Machine Learning as a Service and the Future of Legal Analytics from The Law Lab
Author: clsadmin
FutureLaw 2017 at Stanford CodeX
Yesterday was the 5th Annual Future Law Conference at Stanford CodeX. As always, it was an exciting day to see the best in cutting edge technology (including chatbots, predictive analytics and rules based A.I.). I moderated a morning panel entitled The Perils and Promise of Predictive Analytics in Law. Overall – it is clear that the community is growing both domestically and abroad.
Harnessing Legal Complexity – Bring Tools of Complexity Science to Bear on Improving Law (Ruhl, Katz & Bommarito in Science Magazine)
We have been working in the field of Law + Complex Systems for more than a decade (starting during the time that Mike Bommarito and I were graduate students at the University of Michigan Center for the Study of Complex Systems) – today we took a big step forward with publication our article in the March 31 Edition of Science Magazine. It was a great pleasure to work with J.B. Ruhl & Michael Bommarito on this paper!
Measuring the Temperature and Diversity of the U.S. Regulatory Ecosystem – Bommarito + Katz – Presentation at Stanford CodeX on April 5th 2017
We are excited to be giving a talk at Stanford the day before the Future Law Conference. Our talk will be hosted by Stanford CodeX – The Center for Legal Informatics. If you are in the Bay Area – you can join us by signing up for free here.
The underlying paper is available here. Some starter slides here (start at slide 158) and we will be previewing our second paper in this three part series.
A Clickbaity Title but a More Reasonable Set of Content — The Robot Lawyer Thesis / Artificial Intelligence and Law in the New York Times
A more measured article than what we have seen lately regarding the so called ‘Robot Lawyers Thesis.’ I find it pretty funny that the NY Times Facebook link leads to the Click-Bait title but the final online version has the more measured title (see image above).
The article certainly has an Enterprise Law / Big Law undertone. If we focus on this subset of the market for legal services, there are a number of collective trends which together are transforming the market. It is the combined cocktail that is potent …
Here are five of them:
(1) Legal Outsourcing
(2) Insourcing and the Growth of Corporate Legal Departments
(3) Process Improvement (Lean / Six Sigma)
(4) Automation of Legal Tasks using A.I. (a.k.a. robot lawyers)
(5) Financialization of the Law aka #Fin(Legal)Tech
Plenty has been written about legal outsourcing, insourcing, and the growth of corporate legal departments and the application of process improvement methods (Lean / Six Sigma).
With respect to automation, it is curious to see the Times cite the Remus / Levy paper. At best, this paper is only relevant to the automation of the fraction of the work that is undertaken in Big Law (drawing from data from several years ago). They suggest an ‘automation rate’ of 2.5% per year. If that were to continue – this implies a rate for the decade of 25% just in Big Law alone. Again, this does not focus upon the other market dynamics highlighted above.
It is worth noting their data comes from a period before the implementation of #MLaaS (Machine Learning as a Service). Since its inception, #MLaaS has made A.I. tools far cheaper to custom build to problems. I have said recently that the best in legal tech has yet to be built (see slide 260).
So thanks to the NY Times for shedding light on this field. But lets remember the #RobotLawyers Thesis is only a small part of the puzzle.
As a matter of strategy, some element of the #LegalInnovation agenda should be part of the strategic portfolio of every legal organization (law firm, law school, corporate legal dept, etc.) Why? Because those who do so can increase their standing in the relevant market in question. Only those who use the newest and best tools available will thrive in an ever-changing market.
Artificial Intelligence and Law : A Six Part Primer – Professor Daniel Martin Katz (Updated Version 03.17.17)
An Updated Version of Artificial Intelligence and Law : A Six Part Primer
LegalTech & Innovation Talks – March 16 at Skadden – ABA Techshow Week (The Chicago Legal Innovation + Technology MEETUP)
Join us at Skadden during ABA Techshow Week. We will begin at 5:00 p.m. with networking and kick off the program at 5:30 p.m.
Dan Linna (@DanLinna) & Dan Katz (@computational) kick off the program
How To Find North: Navigating the New Disruption – Eddie Hartman, Co-founder, LegalZoom (@EddieRHartman)
The Dirtiest Word in Legal – Dan Lear, Director of Industry Relations, Avvo (@rightbrainlaw)
Networking through the Internet: Taking Lawyers Where They’ve Never Gone Before – Kevin O’Keefe, CEO & Founder, LexBlog (@kevinokeefe)
Talk Title TBD – Amani Smathers, Legal Solutions Architect, Davis Wright Tremaine De Novo (@R_Amani)
Seyfarth Grows Revenue, Profits as Lean Investment Pays Off (via The American Lawyer)
So happy to have the chance to teach with and learn from Team Seyfarth Lean – Kim R. Craig, Larissa Kruzel, Kyle Hoover and the rest of the team!
