Artificial intelligence agents

Type: Concept

As of November 2026, Artificial intelligence agents has been mentioned in one podcast episode on The Calum Johnson Show (Oct 2026). In the episode "Grok Made Me $10K In 14 Days" on The Calum Johnson Show, the host discusses the distinction between chat-based models like ChatGPT and action-taking AI agents. The conversation highlights how multi-agent setups can automate tasks, emphasizing that AI agents provide a different level of functionality, described as giving "slop.

A multi-agent system (MAS) or "self-organized system" is a computational system composed of multiple interacting intelligent agents. Multi-agent systems can solve problems that are difficult or impossible for an individual agent or a monolithic system to solve. Intelligence may include methodic, functional, procedural approaches, algorithmic search or reinforcement learning. With advancements in large language models (LLMs), LLM-based multi-agent systems have emerged as a new area of research, e