AI Scouting Report: AI Agents -vs- Agentic AI, from Imagine AI Live

This episode features Nathan's talk from Imagine AI Live, where he provides business leaders with a comprehensive overview of AI agents and agentic AI systems. He covers the evolution from simple task automation to more autonomous AI systems, delivers a practical roadmap for implementing AI agents in business while maintaining quality standards, and addresses concerning developments like reward hacking and scheming in frontier AI systems. The presentation balances accessible explanations for varying AI knowledge levels with rigorous grounding in current research and real-world applications. Nathan also discusses the "Eureka moments" these systems can deliver and provides frameworks for understanding the rapidly evolving landscape of AI agent capabilities.

Link to the slide deck presented by Nathan : https://docs.google.com/presentation/d/1IpHitlG-6zHBd7hiWsbKpnprApVt3_2XHua3fG9n-Vw/edit?usp=sharing

Sponsors:

Google Gemini: Google Gemini features VEO3, a state-of-the-art AI video generation model in the Gemini app. Sign up at https://gemini.google.com

Oracle Cloud Infrastructure: Oracle Cloud Infrastructure (OCI) is the next-generation cloud that delivers better performance, faster speeds, and significantly lower costs, including up to 50% less for compute, 70% for storage, and 80% for networking. Run any workload, from infrastructure to AI, in a high-availability environment and try OCI for free with zero commitment at https://oracle.com/cognitive

The AGNTCY: The AGNTCY is an open-source collective dedicated to building the Internet of Agents, enabling AI agents to communicate and collaborate seamlessly across frameworks. Join a community of engineers focused on high-quality multi-agent software and support the initiative at https://agntcy.org/?utmcampaign=fy25q4agntcyamerpaid-mediaagntcy-cognitiverevolutionpodcast&utmchannel=podcast&utmsource=podcast

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CHAPTERS:

(00:00) Sponsor: Google Gemini

(00:31) About the Episode

(03:36) Introduction and Speaker Background

(05:06) What is Intelligence?

(07:06) Defining AI Agents

(09:36) Structured AI Workflows

(13:06) Autonomous Agent Examples (Part 1)

(15:15) Sponsors: Google Gemini | Oracle Cloud Infrastructure

(16:54) Autonomous Agent Examples (Part 2)

(17:19) Agent Taxonomy Framework

(19:49) Current AI Capabilities

(22:19) Reinforcement Learning Revolution

(25:49) Reward Hacking Problems

(28:19) AI Safety Concerns

(29:49) Business Recommendations

(37:35) Sponsor: The AGNTCY