Perhaps the most important thing you can read about AI this year : “Welcome to the Era of Experience”   This excellent paper from two senior DeepMind researchers argues that AI is entering a new phase—the "Era of Experience"—which follows the prior phases of simulation-based learning and human data-driven AI (like LLMs). The authors’ posit that future AI breakthroughs will stem from learning through direct interaction with the world, not from imitating human-generated data. This is not a theory or distant future prediction. It’s a description of a paradigm shift already in motion. Let me know what you think !   https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf