Systems and Software Engineering: Distributed Systems & Cloud Computing, High-Performance Computing (HPC), MLOps & AI Infrastructure Design, Simulation Environments & Digital Twins
Natural Language Understanding and Reasoning: Large Language Models (LLMs), Commonsense Reasoning and World Modeling, Multimodal Learning, Semantic Understanding & Ontology Engineering
Ethics, Alignment & Safety: AI Alignment, Interpretability & Explainability, Robustness & Adversarial Defense, AI Governance & Risk Assessment
Cognitive Architecture Design: Hybrid Intelligence Systems, Working Memory and Attention Mechanisms, Decision-Making Systems, Theory of Mind Modeling
Human-AI Interaction: Embodied AI & Robotics, Affective Computing, Human-Centered Design, Social Intelligence & Collaboration Models