TechCrunch Industry News What exactly is an AI agent?
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Dec 17, 2024 The podcast dives into the intriguing world of AI agents, exploring how they help automate tasks with minimal human input. It highlights examples from companies like Perplexity and Google, showcasing the diverse applications of these technologies. The discussion also addresses the evolving definitions and capabilities of AI agents while examining the challenges and expert opinions surrounding their future. Tune in for insights into how these innovations could reshape automation.
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Defining AI Agents
- AI agents are software powered by AI designed to automate tasks previously done by humans.
- There's no single definition, with companies like Google, Asana, and Sierra envisioning different use cases.
AI Agent Capabilities
- Rudina Ciceri suggests AI agents are intelligent systems perceiving, reasoning, and acting autonomously.
- They leverage AI techniques like NLP, machine learning, and computer vision.
Future of AI Agents
- Erin Levy believes AI agents will become increasingly capable due to several reinforcing factors.
- These include GPU improvements, model efficiency, and AI infrastructure advancements.