This paper argues that AI is entering an “Era of Experience,” where agents will learn primarily through their own interactions with the environment rather than solely relying on human-generated data. This shift is necessary to surpass human limitations and achieve more advanced AI capabilities. By learning from continuous streams of experience and grounded feedback, AI…