Digital Commons Network^™

Putting Police Body-Worn Camera Footage To Work: A Civil Liberties Evaluation Of Truleo's Ai Analytics Platform, Christopher Slobogin, Farhang Heydari, Max Isaacs, Katie Kinsey, Barry Friedman, Alissa Marque Heydari

Vanderbilt Law School Faculty Publications

This Article summarizes findings from a civilliberties evaluation of Truleo, an Al-powered analytics platform designed to automate thereviewofpolice body-worn camera (BWC) footage. It includes a summary of how Truleo's platform works, policy choices made by the company, and our assessment ofsafeguards and risks of the platform from a civil liberties perspective. This Article also offers a series of recommendations for policymakers considering the adoption of Truleo or similar technologies. These indude the necessity for independent testing of claimed benefits, democratic authorization for deployment, and ongoing transparency and public input around the platform's design and operation. Importantly, this Article argues that …

Putting Police Body-Worn Camera Footage To Work: A Civil Liberties Evaluation Of Truleo’S Ai Analytics Platform, Farhang Heydari, Max Isaacs, Katie Kinsey, Barry Friedman, Christopher Slobogin, Alissa Marque Heydari

Cardozo Law Review

This Article summarizes findings from a civil liberties evaluation of Truleo, an AI-powered analytics platform designed to automate the review of police body-worn camera (BWC) footage. It includes a summary of how Truleo’s platform works, policy choices made by the company, and our assessment of safeguards and risks of the platform from a civil liberties perspective. This Article also offers a series of recommendations for policymakers considering the adoption of Truleo or similar technologies. These include the necessity for independent testing of claimed benefits, democratic authorization for deployment, and ongoing transparency and public input around the platform’s design and operation. …

Annual Report City Of Nashua, New Hampshire For The Fiscal Year Ended June 30, 2025, Nashua Town Representatives

Nashua, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

The Role Of Private Law In Promoting Building Safety: The Case Of Singapore, Edward S. W. Ti

Research Collection Yong Pung How School Of Law

Singapore is a tiny granite rock situated just north of the equator. Lacking land, and indeed any kind of natural resource, means that the trend for urban development in the city-state will always be densifi cation; 96 per cent of residents in Singapore already live in multi-owned housing, ie high-rise apartments. 1 Singapore is also a rapidly greying nation. 2 It has been observed that persons over 70 years old are four times more vulnerable in the event of a fi re, 3 and fi re safety is a critical aspect of building safety. Safety features and measures in the …

Civilian Enforcers, Karen Pita Loor

Faculty Scholarship

This Article analyzes the largely unexplored phenomenon of militant civilians engaged in efforts to police and silence activism that challenges entrenched American power systems and economic distributions placing whites atop the social hierarchy in the United States. I argue that this civilian enforcement is an unregulated vessel for state-sponsored violence meant to silence the contestation of the existing racial hierarchy. While scholars, myself included, have written about the many ways police confront and silence racial justice activists on the streets at least since the beginning of the Black Lives Matter (BLM) movement, the role law enforcement plays in silencing racial …

Looking Forward, Reflecting Back: The Promise Of Dispute Resolution To Reform The Criminal Legal System, Cynthia Alkon

Journal of Dispute Resolution

The criminal legal system in the United States is plagued by serious and systemic problems. There have been countless efforts at reform over the last many decades that have included changes in what is a crime, how crimes are punished, how prosecutors do their job, and changes in policing. Yet, despite these efforts, problems such as mass incarceration remain deeply embedded. It is easy to be swept up in pessimism when discussing the criminal legal system. Change is hard, at best incremental, and we seem to be in the beginning of an era of backlash against recent reforms. This is …

Student Life, Saint Mary's College Of California

Academic Catalog

No abstract provided.

2025-2026 Academic Catalog, Saint Mary's College Of California

Academic Catalog

No abstract provided.

Going Gray Too Early? Effects Of Color On Facial Identification, Roman M. Pardo

Masters Theses (Archived)

This study investigated a possible bias in face-matching and ID-screening decision making- color incongruity (i.e., one face image presented in color and one in grayscale). Expanding on previous research, the 2x2 mixed methods experiment incorporated eye tracking measures (i.e., fixations). Participants N= 25 were randomly assigned to compare color or grayscale IDs (between groups comparison) to a 10 s color video of a person moving their head side to side. The task consisted of 2 practice and 48 face-matching trials with medium prevalence (MP, 24 match, 24 mismatch) presented as one of four pseudo-random and counterbalanced orders. Signal detection …

The Mental Health Bill (2025) For England And Wales: Professional And Carer Consensus Statement Summarising Concerns And Unintended Consequences From Proposed Changes To Autism And Learning Disability, Rohit Shankar, Peter Beazley

Peninsula Medical School

The Mental Health Bill, 2025, proposes to remove autism and learning disability from the scope of Section 3 of the Mental Health Act, 1983 (MHA). The present article represents a professional and carer consensus statement that raises concerns and identifies probable unintended consequences if this proposal becomes law. Our concerns relate to the lack of clear mandate for such proposals, conceptual inconsistency when considering other conditions that might give rise to a need for detention and the inconsistency in applying such changes to Part II of the MHA but not Part III. If the proposed changes become law, we anticipate …

The Collision Course Between Outdated State Laws And Automated Vehicles, Wililam Hubbard, Colin Starger

Cardozo Law Review

America stands at the precipice of a vehicular revolution. Myriads of self-driving vehicles—often referred to as “automated vehicles” or “AVs”—are already rolling out across the nation, and innovators assert that AVs will make our roads safer, less congested, and more economically productive. However, reaching these dreams of self-driving utopias will require more than just technological progress. The uses of traditional vehicles are heavily regulated by hundreds of thousands of state laws that ensure public safety, health, and order. Will these traditional laws still make sense when AVs shift the paradigm? Despite the hype and optimism of many AV advocates, this …

A Most Essential Power: The Case For Restoring Comprehensive Land Use Authority In Indian Country, Michelle Bryan

Public Land & Resources Law Review

Part I of this article provides a brief overview of allotment and its lingering jurisdictional quagmire on impacted reservations. Stepping outside of Indian Country, Part II then outlines the U.S. Supreme Court’s longstanding recognition of sweeping, area-wide government land use authority—authority it considers among the “most essential” and “least limitable.” The Court has never applied this established law when determining tribal sovereignty over land use. That application is long overdue.

Part III details how we arrived at this state of affairs—how tribes, despite starting with sovereign control over land use throughout their territories, experienced losses in that authority over time …

Compact Space-Folded Multi-Resonator Duct Silencer With Broadband Noise Reduction And Minimal Flow Disturbance, Joshua Lloyd

Theses and Dissertations

Control and reduction of unwanted noise is a significant concern in many residential, commercial, and industrial fields. Specifically, ducted noise control is of increasing importance due to the complex challenges of ventilation requirements imposed on the system. This research presents a compact, space-folded silencer which achieves broadband attenuation of noise in ducted applications. Making use of axial arrays of side- loaded resonators, this structure allows for unobstructed fluid-flow through its center, resulting in a static fluid pressure drop across the device of only 14.5 Pa. In addition, due to the silencer’s configurable nature, the geometry can be tuned to meet …

Annual Comprehensive Financial Report, Carter County, For The Year Ended June 30, 2025, Tennessee. Comptroller Of The Treasury.

Tennessee County Audit Reports

No abstract provided.

Annual Comprehensive Financial Report, Fayette County, For The Year Ended June 30, 2025, Tennessee. Comptroller Of The Treasury.

Tennessee County Audit Reports

No abstract provided.

Annual Comprehensive Financial Report, Sullivan County, For The Year Ended June 30, 2025, Tennessee. Comptroller Of The Treasury.

Tennessee County Audit Reports

No abstract provided.

Annual Comprehensive Financial Report, Tipton County, For The Year Ended June 30, 2025, Tennessee. Comptroller Of The Treasury.

Tennessee County Audit Reports

No abstract provided.

Annual Comprehensive Financial Report, Williamson County, For The Year Ended June 30, 2025, Tennessee. Comptroller Of The Treasury.

Tennessee County Audit Reports

No abstract provided.

Intouch Week Of June 30, 2025, New York Medical College

InTouch

• Annual Golf Tournament Brings Friends and Supporters to the Green
• The Academy of Medical Educators Wraps Up Successful First Year
• SOM Preceptors Recognized for Their Invaluable Role for Medical Students
• NYMC Alpha Omega Alpha Chapter Receives Grant to Combat Food Insecurity
• New Telehealth Partner for Student Mental Health Services
• Stay Safe and Connected with the NYMC 4U App
• Cellular Receptor GPR75 Linked to the Progression of Liver Disease
• BSB Gets a Bold New Look
• Alumni Spotlight: The Path to Connection

New York Law School Selected As The Newest Partner Of The Daniel Anderl Scholarship Program, New York Law School

NYLS Community News

No abstract provided.

Synoptic Assessment Of Climate Change And Its Impact On Rainfall Design At The Holy Site Of Arafat, Makkah Al-Mukarramah, Saudi Arabia, Agusta R. P., Ewea H. A., Hasanean H.

Journal of King Abdulaziz University: Meteorology, Environment and Arid Land Agriculture

Synoptic climatology offers a powerful lens for understanding atmospheric mechanisms that govern regional precipitation trends. In arid regions like Makkah Al-Mukarramah, subtle shifts in large-scale climate drivers can significantly alter rainfall behavior. This study evaluates the presence and impact of climate change at the Holy Site of Arafat by employing synoptic analysis based on NOAA datasets (1966–2022) focusing on geopotential height at 500 mb, sea-level pressure, and zonal wind at 250 mb. Observed changes in these parameters indicate a strengthening of high-pressure systems and a northward shift of rainfall belts, suggesting a drier regional climate with potential for more localized …

Msh 114 Introduction To Music, Smee Wang

Open Educational Resources

History of Western music through the study of various complete works. Focus on the skills and perspectives needed for informed listening.

Voting As A Crime Prevention Strategy, Joseph R. Dole

DePaul Journal for Social Justice

No abstract provided.

Examining Firefighters’ Perspectives On Critical Incident Stress Debriefing, Olivia O'Hare

Walden Dissertations and Doctoral Studies

Firefighters are routinely exposed to critical incidents, potentially resulting in mental health consequences. Critical incident stress debriefing (CISD) is a common postcritical incident intervention used among fire departments in the United States to address these mental health impacts. Understanding the perspectives of firefighters’ experience with CISD can contribute information to the social work profession, may engage firefighters in the discussion surrounding their mental health needs, and could provide effective postcritical incident coping strategies. The purpose and research questions of this study were focused through a vicarious trauma lens was to understand firefighters’ perspectives and experiences of CISD, explore CISD trauma …

Trends And Analysing The Correlation Of Population Density And Percentage Of Population Suffered From Covid-19 - A Linear Regression Model, Kamlesh Garg, Aarushi Mathur, Surinder Kumar, Ruchika Nandha

Indian Journal of Health Sciences and Biomedical Research KLEU

BACKGROUND:

Since the emergence in December 2019, coronavirus disease (COVID-19) has impacted several countries and made it a worldwide pandemic. It is assumed that chances of transmission of infection of COVID-19 are increased if the population of a particular area is dense as it is a highly contagious disease and measures like social distancing could not be followed. The objectives of this study were as follows: to compare the trend of confirmed, recovered, deceased cases and recovery and death rate of COVID-19 (severe acute respiratory syndrome coronavirus 2) infection in the top 5 worst-hit states of India with National Capital …

There Are No Good Landlords: Deconstructing Discourses Of The “Mom And Pop” Landlord In Syracuse, Ny, Natalie Mclaughlin

Theses - ALL

This thesis examines how landlords operating in Syracuse, NY’s high poverty neighborhoods use discourse to legitimize their class interests and reinforce their dominance in a postindustrial, neoliberalizing city. Drawing on interviews and participant observation with members of the Central New York Landlord Association, it explores how landlord narratives are shaped by, and help reproduce, the interconnected structures of urban neoliberalism, racial capitalism, and settler colonialism. While the City of Syracuse promotes redevelopment strategies to attract private capital and raise property values, many landlords continue to profit from long-term disinvestment and tenant confinement to the city’s poorest rental markets. Local landlord …

Power Optimized Co-Registration Of Multispectral And Thermal Cameras For Real-Time Urban Pluvial Flood Monitoring, Fatemeh Rezaei

Theses - ALL

Urban pluvial flooding occurs when local precipitation intensity exceeds the capacity of natural and engineered drainage systems, resulting in dangerous and highly localized inundation that is not captured by traditional stream gaging networks. While satellite imagery and flood maps support regional-scale flood management, a critical gap remains in the real-time, spatially continuous, in-situ monitoring of urban surface flooding. To address this monitoring gap, we develop a low-power, camera-based distributed sensor network flood mapping platform, Urban Flood Observation Network (UFO-Net), featuring two co-mounted sensors: a multispectral optical (capturing RGB and Near-Infrared) and a long-wave infrared (thermal) camera. A five-band image (RGB, …

Wmu Board Of Trustees Formal Session Thursday June 26, 2025, Wmu Board Of Trustees

WMU Board of Trustees Meetings

Acceptance of the Agenda
Approval of the Minutes (April 17, 2025 and April 23, 2025)
Remarks by the Chair of the Board
Remarks by the President
Updates by the Faculty Senate President
Updates by the Western Student Association President
Updates by the Graduate Student Association President
Western Michigan University Employee Graduates
Montgomery Essential Needs Program Presentation
Public Comments Regarding Action Items

Action Items

• Academic Tenure and Promotion
• Student Housing and Meal Rates 2025/26
• Fall 2025 Differential Tuition Rates
• Fall 2025 Tuition and Required Fee Rates
• General Fund Fiscal Year 2025/26 Operating Budget
• President Emeritus Status for Edward Montgomery

Consent Items …

University Of Dayton Announces Strategic Leadership Changes In Safety, Audit, Risk And Compliance And Public Safety, University Of Dayton

News Releases

The University of Dayton is making strategic leadership changes in its Department of Public Safety and Division of Safety, Audit, Risk and Compliance, designed to further enhance campus safety and security and strengthen community relationships.

Examining The Effectiveness Of Anti-Recidivism Programs In Fresno County, California, James Mora

Doctoral Dissertations and Projects

The purpose of this phenomenological research is to examine the perceived effectiveness of anti-recidivism programs in California and the lived experiences of ex-offenders who participate in the programs. This research will employ a qualitative methodology, utilizing a phenomenological design and interviews to collect data. The guiding theory for this research will be the Life-Course Theory, which examines relationships, significant life events, or turning points and their correlation with sobriety, gainful employment, and a crime-free lifestyle. The open coding system will synthesize and categorize interview responses before inputting the data into NVivo 15, a qualitative analysis software. The participant sample will …