Foundation Models and Agents

Publication signal: Small Language Models and Spec-Driven Development for High-Accuracy Agentic AI Systems

Vision-Language-Action Models for Embodied AI: A Survey of Robotics, Manipulation, and Autonomous Agents

Learning by Surprise: Adaptive Mitigation of Model Collapse in Large Language Models

Publication signal: Can AI help reduce prejudice? Evaluating the effectiveness of AI-powered personalized persuasion on support for transgender rights

Publication signal: Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

Publication signal: From reactive filtering to proactive moral architecture: rethinking ethical alignment in large language models

From reactive filtering to proactive moral architecture: rethinking ethical alignment in large language models

Publication signal: AI-Assisted Oral English Teaching: A Review of Generative Large Language Models

Real Science Is Harder Than Benchmarks: Evaluating Advanced AI Frameworks on Published Studies. I. Uncertainty Quantification, ML on Therapeutic Data Commons, and Agent-Based Modeling

Publication signal: MedicalAgentsBench for complex medical reasoning: Comparing internalized reasoning models versus externalized agent-based frameworks