Category 1: Hard-Design Problems

• Can you design a tool-based LLM agent to help with a novel domain, such as coding, email monitoring, or food ordering?
  • Customer service: sierra.ai
  • Regulatory compliance: norm.ai
  • Data science: cognition.ai or delphina.ai
  • AI scientist: sakana.ai
  • Personal assistants: mindy.com
  • General agents: hcompany.ai

Category 2: Soft-Design Problems

• Can you design high-fidelity LLM agents that can simulate humans?
  • Develop a simulation (single-agent or multi-agent) of human behavior and draw novel insights from it
  • Generative Agents: Interactive Simulacra of Human Behavior
  • Can Large Language Models Transform Computational Social Science?
• How do you improve upon the design interface for LLM agents that act as our companions?
  • Develop a better AI agent interface
  • Meet My A.I. Friends - The New York Times
  • “Let me explain!”: exploring the potential of virtual agents in explainable AI interaction design | Journal on Multimodal User Interfaces