risk management

Designing Incident Reporting Systems for Harms from General-Purpose AI AAAI 2026 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025 A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety ICLR 2025 Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats ICLR 2025 Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025 Advancing Out-of-Distribution Detection via Local Neuroplasticity ICLR 2025 AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025 Constrained Offline Black-Box Optimization via Risk Evaluation and Management AAAI 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025 Lessons for Editors of AI Incidents from the AI Incident Database AAAI 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 Oversight Structures for Agentic AI in Public-Sector Organizations ACL 2025 Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025 Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025 Risk Controlled Image Retrieval AAAI 2025 Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples ICLR 2025 Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025 Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning AAAI 2025 Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025 Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification ICLR 2025 Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? EMNLP 2024 Data-Driven Structural Fire Risk Prediction for City Properties AAAI 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024