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The rise of AI agents with João Moura of CrewAI

In this episode of Gradient Dissent, host Lukas Biewald sits down with João Moura, CEO & Founder of CrewAI, one of the leading platforms enabling AI agents for enterprise applications. Joe shares insights into how AI agents are being successfully deployed in over 40% of Fortune 500 companies, what tools these agents rely on, and how software companies are adapting to an agentic world. They also discuss: What defines a true AI agent versus simple automation How AI agents are transforming business processes in industries like finance, insurance, and software The evolving business models for APIs as AI agents become the dominant software users What the next breakthroughs in agentic AI might look like in 2025 and beyond If you're curious about the cutting edge of AI automation, enterprise AI adoption, and the real impact of multi-agent systems, this episode is packed with essential insights. Timestamps: 00:00 Introduction to Joe Mora and the rise of AI agents 03:17 What AI agents are actually doing in companies today 05:07 Signals of success: What makes AI agent adoption work? 07:14 Defining AI agents: When is it real and when is it hype? 09:06 The role of tool use in AI agent success 10:08 How Salesforce, LinkedIn, and others are rethinking their pricing models for agents 12:01 How Crew AI reached 40% of the Fortune 500 16:08 AI agents for research: A 21-agent team working on market intelligence 18:09 How AI agents can interact with humans to avoid errors 22:50 Open-source vs. closed-source AI models for agents 26:17 AI agent memory: Short-term, long-term, and entity memory 29:37 The impact of R1 and open-source models on AI agents 34:41 Where AI agents still struggle and what’s missing today 42:44 Will AI agent building become completely no-code? 47:57 How Crew AI uses agents internally for marketing, development, and automation 48:09 Joe Mora’s predictions for AI in 2025 🎙 Get our podcasts on these platforms: Apple Podcasts: http://wandb.me/apple-podcasts Spotify: http://wandb.me/spotify Google: http://wandb.me/gd_google YouTube: http://wandb.me/youtube Follow Weights & Biases:   / weights_biases     / wandb