Post
2091
On Agentic AI: Autonomy Is All You Need!
There is this remarkable beauty in witnessing an AI system autonomously completes complex tasks with a level of brilliance that supersedes our reasoning capabilities/expectations - It is the holy grail of creation.
Giving your AI agents autonomy is analogous to us having "free will" and everything else thereafter is a cascade of possibilities and potentials waiting to unfold.
As brilliantly said by @AndrewNg "It’s a beautiful thing when you see an agent autonomously decide to do things in ways that you had not anticipated, and succeed as a result!"
Autonomy in Agentic AI
- augments agents' decision-making capabilities.
- enables adaptation to diverse environments.
- facilitates real-time learning and improvement.
- fosters dynamic multi-agent collaboration.
- promotes efficient and independent task execution.
- drives innovation in dynamic and unpredictable
scenarios.
This what the AutoAgents paper conveyed - A fully autonomous agentic framework that basically gives agents the free will for authentic/compelling creativity.
With just three dynamically predefined agents [ Planner, Agent Observer and Plan Observer ] acting collaboratively they are able to generically create autonomous agents:
Demo: LinkSoul/AutoAgents
Code: https://github.com/Link-AGI/AutoAgents
Paper: https://arxiv.org/abs/2309.17288
There is this remarkable beauty in witnessing an AI system autonomously completes complex tasks with a level of brilliance that supersedes our reasoning capabilities/expectations - It is the holy grail of creation.
Giving your AI agents autonomy is analogous to us having "free will" and everything else thereafter is a cascade of possibilities and potentials waiting to unfold.
As brilliantly said by @AndrewNg "It’s a beautiful thing when you see an agent autonomously decide to do things in ways that you had not anticipated, and succeed as a result!"
Autonomy in Agentic AI
- augments agents' decision-making capabilities.
- enables adaptation to diverse environments.
- facilitates real-time learning and improvement.
- fosters dynamic multi-agent collaboration.
- promotes efficient and independent task execution.
- drives innovation in dynamic and unpredictable
scenarios.
This what the AutoAgents paper conveyed - A fully autonomous agentic framework that basically gives agents the free will for authentic/compelling creativity.
With just three dynamically predefined agents [ Planner, Agent Observer and Plan Observer ] acting collaboratively they are able to generically create autonomous agents:
Agent (A) = {
Prompt (P) - defines agent's identity fully ,
Description (D) - adds specific role identity,
Toolset (T) - equips the agent with tools,
Suggestion (S) - offers task execution tips
}Demo: LinkSoul/AutoAgents
Code: https://github.com/Link-AGI/AutoAgents
Paper: https://arxiv.org/abs/2309.17288