Deepfakes, Photographs, and Trust in Evidence

Introduction

Recent voices in the evidence literature have expressed alarm over deepfake technologyAI-driven algorithms that can manufacture fictitious images and audio that are difficult to distinguish from reality. These voices for reform claim that deepfakes represent a sea-change in technology that threatens to upend the legal proof process. The problem lies not only in deepfakes’ ability to mislead and confuse, but also in the technology’s pervasiveness and ease of use.

Are these fears over deepfakes justified? Does the legal system need to adopt new authentication rules and approaches to address their threat? In this Essay, I argue that the answer is no, but more significantly, I use deepfakes as a vehicle to explore the nature of authentication and, more generally, legal proof. My argument proceeds in three related steps: First, I propose a tentative model of evidentiary authentication based on base rates of trust. Such a base rate model suggests that existing evidentiary principles of authentication are more than sufficient to address the problem of deepfakes, particularly as the public becomes aware of and exposed to their existence and dangers. Second, the authentication problem of deepfakes parallels the legal system’s angst over photographs a century ago. Indeed, the compromises that the legal system made to handle photographs and other images provide a ready framework for thinking about and addressing the deepfake problem. Finally, I raise some broader implications of taking a trust model of evidence seriously. On the one hand, a theory of legal proof based on trust may illuminate evidentiary problems like authentication. On the other hand, a trust theory of proof lays bare some troubling realities. If legal proof is ultimately about trust, what happens to information sources that certain factfinders are inclined to distrust, and what will this mean in an increasingly polarized society?

Fred Schauer: A Truly Original Thinker

It is a great privilege to be part of this program honoring the late, wonderful Fred Schauer. I first met Fred after he had relocated to the University of Virginia, but we quickly became friends. Even before that, however, he had already become friendly with my brother Todd when they were both at Harvard, my brother as a law professor and the multi-talented Fred as a member of the faculties of both the Law School and the Kennedy School of Government. Fred and my brother first met when Todd became Dean of the J.D. Program at the Law School in the year 2000. Todd, wanting to get a better idea of the job of being an academic dean, went to see Fred, who was then Academic Dean of the Kennedy School. As Todd recalls it, it was a rainy day, and after a few pleasantries, he asked Fred to describe the essence of being a dean. Fred responded by walking to a window, pointing to the pouring rain, and saying to Todd, “See that rain? It’s your fault!”

Although in later years, I was privileged to become good friends with both Fred and his fantastic wife Bobbie, I want to focus my remarks not so much on Fred’s lively personality or his unquestionable brilliance, but on the originality of his thinking. To be frank, originality is not a long suit in the legal profession. We judges—perhaps because our common-law-derived legal system focuses on precedents and our analysis of laws and regulations is ever more textualist—tend to have trouble “looking outside the box,” so to speak. For everyday practitioners, concerned with solving their clients’ problems, “originality” largely consists of finding loopholes that can be logically supported. And as to members of the legal academy, even the so-called “theories” that increasingly occupy their attention are often more focused on public policy implications than on new perceptions. So, Fred’s gift for thinking about familiar legal issues in highly original ways was itself highly unusual.

But in the limited time I have here today, let me focus on just one example involving one of his lesser-known articles, “Can Bad Science Be Good Evidence? Neuroscience, Lie Detection, and Beyond,” which was published in the Cornell Law Review in 2010.1 1.Frederick Schauer, Can Bad Science Be Good Evidence? Neuroscience, Lie Detection, and Beyond, 95 Corn. L. Rev. 1191 (2010).Show More The article grew out of Fred’s participation in the MacArthur Foundation’s Law and Neuroscience Project, in which both he and I were deeply involved. That Project, which continues to this day under the able leadership of Professor Owen Jones at Vanderbilt Law School, was and is concerned with the implications of discoveries in the rapidly advancing field of neuroscience for the Anglo-American system of law, with its heavy emphasis on mental states.2 2.Mission of the Research Network, Vanderbilt Univ. L. Sch.: MacArthur Found. Rsch. Network on L. & Neuroscience, https://www.lawneuro.org/mission.php [https://perma.cc/43‌W6-XSG6] (last visited Jan. 10, 2026); Network Administration, Vanderbilt Univ. L. Sch.: MacArthur Found. Rsch. Network on L. & Neuroscience, https://www.lawneuro.org/people.‌php#admin [https://perma.cc/S58J-9NRY] (last visited Jan. 10, 2026).Show More Put simply, our legal system tends to assign moral fault to injurious actions taken with conscious intent, so the question of how to determine an actor’s intent becomes critical. And, much more generally, central not just to our system but to virtually every judicial system is determining whether a witness is lying or telling the truth.

Beginning in the early 2000s, some neuroscientists began to claim that a careful analysis of brain scans could show whether a witness was consciously lying or not.3 3.See Eric Jaffe, Detecting Lies, Smithsonian Mag. (Feb. 1, 2007), https://www.smithsonia‌nmag.com/science-nature/detecting-lies-147115783/ [https://perma.cc/A7SW-W3GE].Show More To give a simple example from one of the earliest experiments, the subjects were given playing cards, placed in fMRI brain-scanning machines, and then shown photos of playing cards.4 4.D.D. Langleben et al., Brain Activity During Simulated Deception: An Event-Related Functional Magnetic Resonance Study, 15 NeuroImage 727, 729 (2002).Show More Subjects were then instructed that they would be rewarded with cash if they successfully concealed possession of a particular card.5 5.Id.Show More For example, if they were asked if they had the ace of spades, and the ace of spades was not in their possession, they would respond truthfully.6 6.See id.Show More But if they were shown the ten of hearts, and they had the ten of hearts, they would deny possession.7 7.See id.Show More When they did this, it turns out, the amount of activity in the parts of the brain associated with cognition and emotion both increased, and the experimenters hypothesized that such increases were associated with the act of lying.8 8.Id. at 727.Show More One might intuit from these results that, while a witness could not realistically be hooked up to a brain-scanning machine while testifying in court, he could be asked beforehand to give the same testimony while his brain waves were being simultaneously recorded, and a qualified neuroscientist could then determine whether or not he was being truthful. Several companies were then incorporated to market such brain-scan lie detection to the legal profession and other potential consumers.9 9.See Schauer, supra note 1, at 1198–99.Show More

  1.  Frederick Schauer, Can Bad Science Be Good Evidence? Neuroscience, Lie Detection, and Beyond, 95 Corn. L. Rev. 1191 (2010). ↑
  2.  Mission of the Research Network, Vanderbilt Univ. L. Sch.: MacArthur Found. Rsch. Network on L. & Neuroscience, https://www.lawneuro.org/mission.php [https://perma.cc/43‌W6-XSG6] (last visited Jan. 10, 2026); Network Administration, Vanderbilt Univ. L. Sch.: MacArthur Found. Rsch. Network on L. & Neuroscience, https://www.lawneuro.org/people.‌php#admin [https://perma.cc/S58J-9NRY] (last visited Jan. 10, 2026). ↑
  3.  See Eric Jaffe, Detecting Lies, Smithsonian Mag. (Feb. 1, 2007), https://www.smithsonia‌nmag.com/science-nature/detecting-lies-147115783/ [https://perma.cc/A7SW-W3GE]. ↑
  4.  D.D. Langleben et al., Brain Activity During Simulated Deception: An Event-Related Functional Magnetic Resonance Study, 15 NeuroImage 727, 729 (2002). ↑
  5.  Id. ↑
  6.  See id. ↑
  7.  See id. ↑
  8.  Id. at 727. ↑
  9.  See Schauer, supra note 1, at 1198–99. ↑

A Wonderful Professional RelationshipSurpassed Only by a Personal One

Introduction

The late Frederick Schauer and I were longtime academic and personal buddies. We wrote academic articles together, managed an academic journal together, and exchanged academic ideas frequently. But we also played golf together whenever we could, and we and our wives travelled together several times, on several continents. Most of this Essay is devoted to describing the articles we coauthored—not just because they were ours, but because the intellectual and moral issues they raised were both of supreme importance and remain unresolved (and in my mind, and I suspect Fred’s, are incapable of being resolved). But I end this Essay by focusing on the non-intellectual side of my relationship with Fred.