Agentic AI
Agentic AI is like a digital assistant that doesn't just answer questions, but can actually complete a multi-step project for you. Instead of you giving it instructions for every single click, you give it a goal, and it figures out the steps, uses tools like a web browser or calculator, and fixes its own mistakes until the job is done.
Agentic AI refers to systems designed to operate autonomously over extended workflows by chaining together reasoning, tool execution, and iterative feedback loops. Rather than a single-turn request-response model, these agents maintain state and memory to plan, execute, and refine their actions to achieve a high-level objective.
The paradigm of building autonomous, multi-step, tool-using AI systems with planning, memory, and self-correction; the agent concept applied as a general operating model.
evolution
- 1995 · historyIntroduction of Software Agents
Pattie Maes and others popularized the concept of autonomous software agents capable of performing tasks on behalf of users.
- 2016 · historyDeep Reinforcement Learning Breakthroughs
AlphaGo demonstrated the ability of AI to plan complex, multi-step strategies autonomously to achieve long-term goals.
- 2023-03 · historyAutoGPT and BabyAGI Launch
The release of open-source projects demonstrated the first practical applications of LLMs recursively prompting themselves to complete multi-step objectives.
- 2024-09 · historyOpenAI o1 Series Release
The introduction of models explicitly trained to use 'chain-of-thought' reasoning to plan and self-correct before providing an answer.