Can LLMs Synthesize Court-Ready Statistical Evidence? Evaluating AI-Assisted Sentencing Bias Analysis for California Racial Justice Act Claims
Fuente:
arXiv
Enregistré dans:
| Auteur principal: | Komarla, Aparna |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Designing Psychometric Bias Measures for ChatBots: An Application to Racial Bias Measurement
par: Benosman, Mouhacine
Publié: (2025)
par: Benosman, Mouhacine
Publié: (2025)
CyberJustice Tutor: An Agentic AI Framework for Cybersecurity Learning via Think-Plan-Act Reasoning and Pedagogical Scaffolding
par: Wang, Baiqiang, et autres
Publié: (2026)
par: Wang, Baiqiang, et autres
Publié: (2026)
The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
par: Meimandi, Kiana Jafari, et autres
Publié: (2025)
par: Meimandi, Kiana Jafari, et autres
Publié: (2025)
Seeing Identity in Data: Can Anthropographics Uncover Racial Homophily in Emotional Responses?
par: Sukumar, Poorna Talkad, et autres
Publié: (2025)
par: Sukumar, Poorna Talkad, et autres
Publié: (2025)
Automation Bias in AI-Assisted Medical Decision-Making under Time Pressure in Computational Pathology
par: Rosbach, Emely, et autres
Publié: (2024)
par: Rosbach, Emely, et autres
Publié: (2024)
AI at the Front Lines of Platform Governance: Using LLMs to Support Illegal Content Reporting under the Digital Services Act
par: Sekwenz, Marie-Therese, et autres
Publié: (2026)
par: Sekwenz, Marie-Therese, et autres
Publié: (2026)
"You Can Actually Do Something'': Shifts in High School Computer Science Teachers' Conceptions of AI/ML Systems and Algorithmic Justice
par: Noh, Daniel J., et autres
Publié: (2026)
par: Noh, Daniel J., et autres
Publié: (2026)
Same Performance, Hidden Bias: Evaluating Hypothesis- and Recommendation-Driven AI
par: Benk, Michaela, et autres
Publié: (2026)
par: Benk, Michaela, et autres
Publié: (2026)
Bangladesh AI Readiness: Perspectives from the Academia, Industry, and Government
par: Sultana, Sharifa, et autres
Publié: (2026)
par: Sultana, Sharifa, et autres
Publié: (2026)
Facets, Taxonomies, and Syntheses: Navigating Structured Representations in LLM-Assisted Literature Review
par: Fok, Raymond, et autres
Publié: (2025)
par: Fok, Raymond, et autres
Publié: (2025)
Exploring Gender and Racial/Ethnic Bias Against Video Game Streamers: Comparing Perceived Gameplay Skill and Viewer Engagement
par: Nguyen, David V., et autres
Publié: (2023)
par: Nguyen, David V., et autres
Publié: (2023)
Computational Cognitive Modeling to understand the effects of Racializing AI on Human-AI cooperation with PigChase Task
par: Dulam, Swapnika, et autres
Publié: (2025)
par: Dulam, Swapnika, et autres
Publié: (2025)
ReflectEd: Evaluating Reflection-Driven Learning in an AI-Assisted System
par: Sakib, Md Nazmus, et autres
Publié: (2025)
par: Sakib, Md Nazmus, et autres
Publié: (2025)
Dark Patterns in the Opt-Out Process and Compliance with the California Consumer Privacy Act (CCPA)
par: Tran, Van Hong, et autres
Publié: (2024)
par: Tran, Van Hong, et autres
Publié: (2024)
UX in the Age of AI: Rethinking Evaluation Metrics Through a Statistical Lens
par: Vijayakumar, Harish
Publié: (2026)
par: Vijayakumar, Harish
Publié: (2026)
From Human Bias to Robot Choice: How Occupational Contexts and Racial Priming Shape Robot Selection
par: He, Jiangen, et autres
Publié: (2025)
par: He, Jiangen, et autres
Publié: (2025)
Progressive Sentences: Combining the Benefits of Word and Sentence Learning
par: Janaka, Nuwan, et autres
Publié: (2025)
par: Janaka, Nuwan, et autres
Publié: (2025)
Beyond Isolation: Towards an Interactionist Perspective on Human Cognitive Bias and AI Bias
par: von Felten, Nick
Publié: (2025)
par: von Felten, Nick
Publié: (2025)
Can LLM Assist in the Evaluation of the Quality of Machine Learning Explanations?
par: Wang, Bo, et autres
Publié: (2025)
par: Wang, Bo, et autres
Publié: (2025)
Can Humans Detect AI? Mining Textual Signals of AI-Assisted Writing Under Varying Scrutiny Conditions
par: Tabach, Daniel
Publié: (2026)
par: Tabach, Daniel
Publié: (2026)
ReUseIt: Synthesizing Reusable AI Agent Workflows for Web Automation
par: Liu, Yimeng, et autres
Publié: (2025)
par: Liu, Yimeng, et autres
Publié: (2025)
What Comes After Harm? Mapping Reparative Actions in AI through Justice Frameworks
par: Xiao, Sijia, et autres
Publié: (2025)
par: Xiao, Sijia, et autres
Publié: (2025)
How can LLMs Support Policy Researchers? Evaluating an LLM-Assisted Workflow for Large-Scale Unstructured Data
par: Liu, Yuhan, et autres
Publié: (2026)
par: Liu, Yuhan, et autres
Publié: (2026)
Leveraging LLMs for Design Ideation: An AI Tool to Assist Creativity
par: Kokate, Rutvik, et autres
Publié: (2025)
par: Kokate, Rutvik, et autres
Publié: (2025)
Timing Matters: How Using LLMs at Different Timings Influences Writers' Perceptions and Ideation Outcomes in AI-Assisted Ideation
par: Qin, Peinuan, et autres
Publié: (2025)
par: Qin, Peinuan, et autres
Publié: (2025)
ArtMentor: AI-Assisted Evaluation of Artworks to Explore Multimodal Large Language Models Capabilities
par: Zheng, Chanjin, et autres
Publié: (2025)
par: Zheng, Chanjin, et autres
Publié: (2025)
Simulating Cooperative Prosocial Behavior with Multi-Agent LLMs: Evidence and Mechanisms for AI Agents to Inform Policy Decisions
par: Sreedhar, Karthik, et autres
Publié: (2025)
par: Sreedhar, Karthik, et autres
Publié: (2025)
Designing Human-AI Systems: Anthropomorphism and Framing Bias on Human-AI Collaboration
par: Olszewski, Samuel Aleksander Sánchez
Publié: (2024)
par: Olszewski, Samuel Aleksander Sánchez
Publié: (2024)
Virtual Interviewers, Real Results: Exploring AI-Driven Mock Technical Interviews on Student Readiness and Confidence
par: Gomez, Nathalia, et autres
Publié: (2025)
par: Gomez, Nathalia, et autres
Publié: (2025)
Enhancing Post-Merger Integration Planning through AI-Assisted Dependency Analysis and Path Generation
par: Malmqvist, Lars
Publié: (2025)
par: Malmqvist, Lars
Publié: (2025)
Bias in the Loop: How Humans Evaluate AI-Generated Suggestions
par: Beck, Jacob, et autres
Publié: (2025)
par: Beck, Jacob, et autres
Publié: (2025)
No Evidence for LLMs Being Useful in Problem Reframing
par: Shin, Joongi, et autres
Publié: (2025)
par: Shin, Joongi, et autres
Publié: (2025)
Open AI-Romance with ChatGPT, Ready for Your Cyborg Lover?
par: Xie, Qin
Publié: (2024)
par: Xie, Qin
Publié: (2024)
PaperTrail: A Claim-Evidence Interface for Grounding Provenance in LLM-based Scholarly Q&A
par: Martin-Boyle, Anna, et autres
Publié: (2026)
par: Martin-Boyle, Anna, et autres
Publié: (2026)
Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics
par: Ha, Sunwoo, et autres
Publié: (2024)
par: Ha, Sunwoo, et autres
Publié: (2024)
When LLMs Can't Help: Real-World Evaluation of LLMs in Nutrition
par: Li, Karen Jia-Hui, et autres
Publié: (2025)
par: Li, Karen Jia-Hui, et autres
Publié: (2025)
CiteME: Can Language Models Accurately Cite Scientific Claims?
par: Press, Ori, et autres
Publié: (2024)
par: Press, Ori, et autres
Publié: (2024)
Preparing Future-Ready Learners: K12 Skills Shift and GenAI EdTech Innovation Direction
par: Miao, Xin, et autres
Publié: (2025)
par: Miao, Xin, et autres
Publié: (2025)
When and How AI Should Assist Brainstorming for AI Impact Assessment
par: Govers, Jarod, et autres
Publié: (2026)
par: Govers, Jarod, et autres
Publié: (2026)
Explainable Biomedical Claim Verification with Large Language Models
par: Liang, Siting, et autres
Publié: (2025)
par: Liang, Siting, et autres
Publié: (2025)
Documents similaires
-
Designing Psychometric Bias Measures for ChatBots: An Application to Racial Bias Measurement
par: Benosman, Mouhacine
Publié: (2025) -
CyberJustice Tutor: An Agentic AI Framework for Cybersecurity Learning via Think-Plan-Act Reasoning and Pedagogical Scaffolding
par: Wang, Baiqiang, et autres
Publié: (2026) -
The Measurement Imbalance in Agentic AI Evaluation Undermines Industry Productivity Claims
par: Meimandi, Kiana Jafari, et autres
Publié: (2025) -
Seeing Identity in Data: Can Anthropographics Uncover Racial Homophily in Emotional Responses?
par: Sukumar, Poorna Talkad, et autres
Publié: (2025) -
Automation Bias in AI-Assisted Medical Decision-Making under Time Pressure in Computational Pathology
par: Rosbach, Emely, et autres
Publié: (2024)