Topic
decision support
MedRLM Proposes Recursive Multimodal AI for Long-Context Clinical Reasoning and Referral Optimization
MedRLM, a recursive multimodal health intelligence framework, addresses limitations of current medical AI by enabling reasoning over heterogeneous patient data through specialized agents, a Clinical Evidence Graph Memory, and uncertainty-gated refinement. The framework targets long-context clinical reasoning, sensor-guided screening, and community-to-tertiary referral optimization.
Bayesian Visualization Helps Humans Negotiate with AI Across Multiple Issues, Study Shows
A new study from researchers Parmar and Silpasuwanchai reveals that human performance in AI-assisted negotiations drops when more than three issues are involved. They developed a Bayesian uncertainty visualization that helps users identify promising agreement zones, improving outcomes and efficiency in a property rental scenario.
Rethinking Human-AI Decision-Making: A Knowledge Framework for Corporations
A position paper on arXiv examines how organizations should store knowledge and allocate decision-making authority between humans and AI, proposing a framework that maps task attributes to agency levels. The framework is illustrated using two manufacturing tasks: visual quality inspection and factory location.