Episode Overview

In this episode, we dive into the insights of data scientist and entrepreneur Luiz Felipe Mendes as he explores the shifting landscape of Artificial Intelligence. We move beyond simple LLM prompts to discuss the rise of AI Agents—autonomous programs that don't just talk but act. We also tackle the critical need for ML Prediction Robustness, examining why large-scale systems like those at Meta and iFood require more than just good engineering to stay reliable.

Key Discussion Points

• Defining the AI Agent: Understanding how agents differ from standard chatbots by using external APIs and iterative loops to achieve complex goals.
• Agentic Workflows: A look at Andrew Ng’s theories on "agentic wor ...