NVIDIA AI Podcast NVIDIA’s Jacob Liberman on the Power of Agentic AI in the Enterprise - Ep. 250
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Apr 2, 2025 Jacob Liberman, Director of Product Management at NVIDIA, dives into the revolutionary impact of agentic AI in enterprises. He discusses how NVIDIA Blueprints are simplifying the deployment of intelligent agents that automate complex tasks. The conversation highlights the fascinating synergy between large language models and AI agents, and the ethical considerations of AI autonomy. Listeners learn about the significant gains in efficiency for developers and the transformative applications in software development, cybersecurity, and biomedical research.
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AI Agents: The Third Era
- AI agents represent the third era of generative AI, evolving from chatbots and RAG.
- Agents use LLMs to reason, act, and interact with the world, like booking a trip based on preferences.
Agents as Specialists
- LLMs are generalists, but agents are specialists trained to use tools effectively.
- Think of an agent as an LLM with a vocational degree, skilled at using specific tools.
Agentic AI Dominance
- Agentic AI is predicted to become dominant, with most LLM inference occurring between agents.
- This mirrors the shift in computational finance, where machines now conduct most trades.