Today's AI agents are limited and not true agents, lacking crucial elements like advanced reinforcement learning and memory. Current AI tools only perform basic automation tasks, leading to disappointment. Significant advancements may take five years to create AI that can autonomously set goals and operate effectively. While there are ongoing attempts to enhance their capabilities, the existing technology remains fundamentally flawed.
https://www.zdnet.com/article/ai-agents-primitive-reinforcement-learning-complex-memory/