Machine Learning Made Simple

Episode 63: The Shocking AI Breakthrough That Makes Big Models Like GPT Obsolete


Listen Later

🚀 The AI Breakthrough That’s Changing Everything

For years, AI followed one rule: bigger is better. But what if everything we thought about AI was wrong? A shocking discovery is proving that tiny models can now rival AI giants like GPT-4—and it’s happening faster than anyone expected.

🎧 How is this possible? And what does it mean for the future of AI? Hit play to find out.

🔹 What You’ll Learn:

  • 📉 Why AI’s biggest models are no longer the smartest

  • 🔎 The hidden flaw in today’s LLMs (and how small models fix it)

  • 🌎 How startups & researchers can beat OpenAI’s best models

⚡ The future of AI isn’t size—it’s speed, efficiency & reasoning


References:

  1. [2502.07374] LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

  2. [2502.03373] Demystifying Long Chain-of-Thought Reasoning in LLMs

  3. [2501.12599] Kimi k1.5: Scaling Reinforcement Learning with LLMs




...more
View all episodesView all episodes
Download on the App Store

Machine Learning Made SimpleBy Saugata Chatterjee