AI Odyssey

Anlie Arnaudy, Daniel Herbera and Guillaume Fournier•podcasters.spotify.com

AI Odyssey is your journey through the vast and evolving world of artificial intelligence. Powered by AI, this podcast breaks down both the foundational concepts and the cutting-edge developments in the field. Whether you're just starting to explore the role of AI in our world or you're a seasoned expert looking for deeper insights, AI Odyssey offers something for everyone. From AI ethics to machine learning intricacies, each episode is crafted to inspire curiosity and spark discussion on how artificial intelligence is shaping our future.

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Episodes

Self-Learning AI Agents: Breaking New Ground in Automation

In this episode, we explore Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents, an inspiring research paper from Tsinghua University. This groundbreaking study presents a virtual hospital where AI-powered agents, acting as doctors, nurses, and patients, simulate the entire medical process. What's truly remarkable is that these intelligent agents not only manage the hospital's daily operations but also learn and improve their performance over time through continuous interactio...

Oct 11, 2024•8 min

AI for Everyone: How Small Language Models Are Changing the Game

Welcome to AI Odyssey ! In today's episode, we delve into "Small Language Models: Survey, Measurements, and Insights" by Zhenyan Lu, Xiang Li, Dongqi Cai, and their team from Beijing University of Posts and Telecommunications, Cambridge University, and more. We'll explore the rise of small language models (SLMs) and how they are reshaping AI accessibility on everyday devices. For more insights, access the full paper https://arxiv.org/abs/2409.09030

Oct 03, 2024•16 min

How "Thinking Out Loud" Makes AI Smarter

In this episode, we break down a fascinating new approach that helps AI models think more like humans. Researchers Zhiyuan Li, Hong Liu, Denny Zhou, and Tengyu Ma have discovered that by guiding AI to think step-by-step — a process they call "Chain-of-Thought" (CoT) — it can tackle much tougher tasks like solving puzzles, doing math, and making complex decisions. We’ll explain how this method works and why it could be a game-changer for AI. If you’re curious about how AI can learn to think bette...

Sep 29, 2024•7 min

RAG Revolution: How External Data is Supercharging AI

In the premiere episode of AI Odyssey , we tackle one of the most pressing challenges in artificial intelligence: how can we make large language models smarter and more reliable? Join us as we explore the groundbreaking paper "Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make Your LLMs Use External Data More Wisely" , authored by Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, and Lili Qiu from Microsoft Research Asia. This episode, generated w...

Sep 26, 2024•12 min

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