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Full-Text Articles in Science and Technology Law

The Evidentiary Implications Of Interpreting Black-Box Algorithms, Varun Bhatnagar Apr 2023

The Evidentiary Implications Of Interpreting Black-Box Algorithms, Varun Bhatnagar

Northwestern Journal of Technology and Intellectual Property

Biased black-box algorithms have drawn increasing levels of scrutiny from the public. This is especially true for those black-box algorithms with the potential to negatively affect protected or vulnerable populations.1 One type of these black-box algorithms, a neural network, is both opaque and capable of high accuracy. However, neural networks do not provide insights into the relative importance, underlying relationships, structures of the predictors or covariates with the modelled outcomes.2 There are methods to combat a neural network’s lack of transparency: globally or locally interpretable post-hoc explanatory models.3 However, the threat of such measures usually does not bar an actor …


User-Generated Evidence, Rebecca Hamilton Jan 2018

User-Generated Evidence, Rebecca Hamilton

Articles in Law Reviews & Other Academic Journals

Around the world, people are using their smartphones to document atrocities. This Article is the first to address the implications of this important development for international criminal law. While acknowledging the potential benefits such user-generated evidence could have for international criminal investigations, the Article identifies three categories of concern related to its use: (i) user security; (ii) evidentiary bias; and (iii) fair trial rights. In the absence of safeguards, user-generated evidence may address current problems in international criminal justice at the cost of creating new ones and shifting existing problems from traditional actors, who have institutional backing, to individual users …


Visualizing Dna Proof, Nicholas L. Georgakopoulos Aug 2015

Visualizing Dna Proof, Nicholas L. Georgakopoulos

Nicholas L Georgakopoulos

DNA proof inherently involves the use of probability theory, which is often counterintuitive. Visual depictions of probability theory, however, can clarify the analysis and make it tractable. A DNA hit from a large database is a notoriously difficult probabi­li­ty theory issue, yet the visuals should enable courts and juries to handle it. The Puckett facts are an example of a general approach: A search in a large DNA database produces a hit for a cold crime from 1972 San Francisco. Probability theory allows us to process the probabilities that someone else in the database, someone not in the database, or …


Trial By Google: Judicial Notice In The Information Age, Andrew Ferguson Jan 2014

Trial By Google: Judicial Notice In The Information Age, Andrew Ferguson

Articles in Law Reviews & Other Academic Journals

This Article presents a theory of judicial notice for the information age. It argues that the ease of accessing factual data on the Internet allows judges and litigants to expand the use of judicial notice in ways that raise significant concerns about admissibility, reliability, and fair process. State and federal courts are already applying the surprisingly pliant judicial notice rules to bring websites ranging from Google Maps to Wikipedia into the courtroom, and these decisions will only increase in frequency in coming years. This rapidly emerging judicial phenomenon is notable for its ad hoc and conclusory nature – attributes that …


Defying Dna: Rethinking The Role Of The Jury In An Age Of Scientific Proof Of Innocence, Andrea L. Roth Feb 2013

Defying Dna: Rethinking The Role Of The Jury In An Age Of Scientific Proof Of Innocence, Andrea L. Roth

Andrea L Roth

In 1946, public outrage erupted after a jury ordered Charlie Chaplin to support a child who, according to apparently definitive blood tests, was not his. Half a century later, juries have again defied apparently definitive evidence of innocence, finding criminal defendants guilty based on a confession or eyewitness notwithstanding exculpatory DNA test results. One might expect judges in such cases to direct an acquittal, on grounds that the evidence is legally insufficient because no rational juror could find guilt beyond a reasonable doubt. Yet few if any do. Instead, courts defer to juries when they form an actual belief in …


The Admissibility Of Electronic Business Records, Ken Chasse Oct 2010

The Admissibility Of Electronic Business Records, Ken Chasse

Canadian Journal of Law and Technology

The business record provisions of the Evidence Acts determine a record’s admissibility by evidence of its history, which must be the product of “the usual and ordinary course of business” (or comparable “business activity” wording). The electronic record provisions determine a record’s admissibility by the, “integrity of the electronic records system in which it is recorded or stored.” The difference is, records management (RM) based on “paper records concepts” versus “electronic records systems concepts.” The former is subjective — each business determines its own “usual and ordinary course of business”; the latter, objective — in accor- dance with authoritative standards …


A Complete Property Right Amendment, John H. Ryskamp Oct 2006

A Complete Property Right Amendment, John H. Ryskamp

ExpressO

The trend of the eminent domain reform and "Kelo plus" initiatives is toward a comprehensive Constitutional property right incorporating the elements of level of review, nature of government action, and extent of compensation. This article contains a draft amendment which reflects these concerns.


Are Patented Research Tools Still Valuable? Use, Intent, And A Rebuttable Presumption: A Proposed Modification For Analyzing The Exemption From Patent Infringement Under 35 Usc 271 (E) (1), Vihar R. Patel Jul 2006

Are Patented Research Tools Still Valuable? Use, Intent, And A Rebuttable Presumption: A Proposed Modification For Analyzing The Exemption From Patent Infringement Under 35 Usc 271 (E) (1), Vihar R. Patel

ExpressO

Briefly, the article proposes to have courts focus on the nature of an individual's use and apply the "UART" (Use As a Research Tool) factors to determine if a patented invention is being used as a research tool. If a patented invention is being used as a research tool, then the court is to presume that the activities are not covered by the FDA exemption. However, this presumption can be rebutted by a researcher's demonstration of the research tool owner using his patent to block efforts to develop a competing product. If the presumption is rebutted, then the court applies …


Bond Repudiation, Tax Codes, The Appropriations Process And Restitution Post-Eminent Domain Reform, John H. Ryskamp Jun 2006

Bond Repudiation, Tax Codes, The Appropriations Process And Restitution Post-Eminent Domain Reform, John H. Ryskamp

ExpressO

This brief comment suggests where the anti-eminent domain movement might be heading next.


A Default-Logic Paradigm For Legal Reasoning And Factfinding, Vern R. Walker Jun 2006

A Default-Logic Paradigm For Legal Reasoning And Factfinding, Vern R. Walker

ExpressO

Unlike research in linguistics and artificial intelligence, legal research has not used advances in logical theory very effectively. This article uses default logic to develop a paradigm for analyzing all aspects of legal reasoning, including factfinding. The article provides a formal model that integrates legal rules and policies with the evaluation of both expert and non-expert evidence – whether the reasoning occurs in courts or administrative agencies, and whether in domestic, foreign, or international legal systems. This paradigm can standardize the representation of legal reasoning, guide empirical research into the dynamics of such reasoning, and put the representations and research …


Breaking The Bank: Revisiting Central Bank Of Denver After Enron And Sarbanes-Oxley, Celia Taylor Sep 2005

Breaking The Bank: Revisiting Central Bank Of Denver After Enron And Sarbanes-Oxley, Celia Taylor

ExpressO

No abstract provided.


Cross-Examining The Brain: A Legal Analysis Of Neural Imaging For Credibility Impeachment, Charles N. W. Keckler Mar 2005

Cross-Examining The Brain: A Legal Analysis Of Neural Imaging For Credibility Impeachment, Charles N. W. Keckler

ExpressO

The last decade has seen remarkable process in understanding ongoing psychological processes at the neurobiological level, progress that has been driven technologically by the spread of functional neuroimaging devices, especially magnetic resonance imaging, that have become the research tools of a theoretically sophisticated cognitive neuroscience. As this research turns to specification of the mental processes involved in interpersonal deception, the potential evidentiary use of material produced by devices for detecting deception, long stymied by the conceptual and legal limitations of the polygraph, must be re-examined. Although studies in this area are preliminary, and I conclude they have not yet satisfied …


Cross-Examining The Brain: A Legal Analysis Of Neural Imaging For Credibility Impeachment, Charles N. W. Keckler Feb 2005

Cross-Examining The Brain: A Legal Analysis Of Neural Imaging For Credibility Impeachment, Charles N. W. Keckler

George Mason University School of Law Working Papers Series

The last decade has seen remarkable process in understanding ongoing psychological processes at the neurobiological level, progress that has been driven technologically by the spread of functional neuroimaging devices, especially magnetic resonance imaging, that have become the research tools of a theoretically sophisticated cognitive neuroscience. As this research turns to specification of the mental processes involved in interpersonal deception, the potential evidentiary use of material produced by devices for detecting deception, long stymied by the conceptual and legal limitations of the polygraph, must be re-examined. Although studies in this area are preliminary, and I conclude they have not yet satisfied …