Measuring Law Over Time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany

Our Paper “Measuring Law Over Time: A Network Analytical Framework with Application to Statutes and Regulations in United States and Germany” has now been published in Frontiers in Physics (Open Access) < Main Article > < Supplemental Material >

“We present a comprehensive framework for analyzing legal documents as multi-dimensional, dynamic document networks. We demonstrate the utility of this framework by applying it to an original dataset of statutes and regulations from two different countries, the United States and Germany, spanning more than twenty years (1998–2019). Our framework provides tools for assessing the size and connectivity of the legal system as viewed through the lens of specific document collections as well as for tracking the evolution of individual legal documents over time. Implementing the framework for our dataset, we find that at the federal level, the United States legal system is increasingly dominated by regulations, whereas the German legal system remains governed by statutes. This holds regardless of whether we measure the systems at the macro, the meso, or the micro level.”

Slides from “Modeling the Law & Justice System” – Virtual Talk at the Indian Institute of Technology – Delhi

Slides from my Virtual Talk at the Indian Institute of Technology – Delhi. In this presentation, I highlight the Complexity Challenge in Law, Six Forms of Modeling Legal Systems and conclude with some thoughts about Law + STEM.Thanks to the following orgs for hosting me – DAKSH, Indian Institute of Technology, Delhi, National Law University, Delhi & DCoE IIT, Delhi

Modeling the Law & Justice System – Talk by Professor Daniel Martin Katz at IIT-Delhi

It is a great pleasure to deliver a Virtual Talk today at IIT-Delhi — “Modeling the Law & Justice System” on May 25th 2021.

I will highlight the Complexity Challenge in Law, Six Forms of Modeling Legal Systems and concluded with some thoughts about Law+STEM.

Thanks to DAKSHIndian Institute of Technology, DelhiNational Law University, Delhi and the DCoE IIT, Delhi for hosting me.

Legal Complexity – Short Talk at Stanford CodeX Future Law ONLINE Conference 2021

Yesterday we presented our work in a Short Talk at the Annual Stanford CodeX Future Law Conference — our presentation was focused on “Complex Societies and the Growth of the Law” (as well as our new paper on measuring legal systems over time, at scale).

Here are the Papers that were Briefly Presented —
Daniel Martin Katz, Corinna Coupette, Janis Beckedorf & Dirk Hartung, Complex Societies and the Growth of the Law, 10 Scientific Reports 18737 (2020) < Nature Research >

Corinna Coupette, Janis Beckedorf, Dirk Hartung, Michael Bommarito, & Daniel Martin Katz, Measuring Law Over Time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany (Under Review – Frontiers in Physics) < SSRN >

Problem Solving Experiments Reveal that People are More Likely to Consider Solutions that Add Features than Solutions that Remove Them (via Nature)

Interesting paper … when individuals evaluate the space of possible solutions, they systematically overlook the solutions which involve removing parts of a system.  This may explain bloat in software, regulation, organizations which fail to innovate, etc.

ABSTRACT: “Improving objects, ideas or situations—whether a designer seeks to advance technology, a writer seeks to strengthen an argument or a manager seeks to encourage desired behaviour—requires a mental search for possible changes. We investigated whether people are as likely to consider changes that subtract components from an object, idea or situation as they are to consider changes that add new components. People typically consider a limited number of promising ideas in order to manage the cognitive burden of searching through all possible ideas, but this can lead them to accept adequate solutions without considering potentially superior alternatives. Here we show that people systematically default to searching for additive transformations, and consequently overlook subtractive transformations. Across eight experiments, participants were less likely to identify advantageous subtractive changes when the task did not (versus did) cue them to consider subtraction, when they had only one opportunity (versus several) to recognize the shortcomings of an additive search strategy or when they were under a higher (versus lower) cognitive load. Defaulting to searches for additive changes may be one reason that people struggle to mitigate overburdened schedules, institutional red tape and damaging effects on the planet.”

DAKSH Centre of Excellence for Law and Technology at the Indian Institute of Technology, Delhi

Excited to advise the new DAKSH Centre of Excellence for Law and Technology at the Indian Institute of Technology, Delhi.

“The CoE will bring together lawyers, researchers, scientists and policy analysts to build solutions for the biggest challenges facing the justice system, drawing from fields such as operations research, data analytics, technology and law. As an interdisciplinary centre harnessing the strengths and experience of IIT Delhi and DAKSH, the CoE will leverage rigourous research to produce real-world impact in the functioning of the justice system. IIT Delhi brings to the CoE its expertise in statistical techniques, data modelling, natural language processing, and machine learning. DAKSH offers its pioneering use of data analytics to assist the judiciary and a deep understanding of judicial processes and the legal system.”

Usability for Multiple Personas: A Product Manager’s Mission – Inside the Engine Room with Kelly Marsh

This week I hosted the Elevate Together Podcast for our second ‘Inside the Engine Room’ Series with my Guest Kelly Marsh, Director of Product Development at Elevate Services. In this Podcast, we discuss Kelly’s PolyMath background which includes Mathematics, Law and Applied Technology. Next, we talk about Kelly’s career path in Big Law, Corporate Legal, at our startup aka LexPredict and now here at Elevate. Finally, we discuss Product Management and her work on supporting the various user personas in the Elevate ‘Manage Contracts’ ELM Module.

The Podcast is entitled – Usability for Multiple Personas: A Product Manager’s Mission. Check it Out HERE or on Apple Podcasts, SoundCloud or Spotify.